fix du devcontainer

Co-authored-by: amaury <ajoly@aviatrix.com>
Reviewed-on: #10

.devcontainer/devcontainer.json

@@ -6,7 +6,7 @@
     "containerEnv": { //Add your build arguments here
         "DEBIAN_FRONTEND": "noninteractive"
     },
-    "runArgs": [], //Add you docker run arguments here
+    // "runArgs": ["--net=host"], //Add you docker run arguments here
     "updateContentCommand": ".devcontainer/install-tools.sh", //Path to the installation script run inside the DevContainer
     // "customizations": {
     //     //Add your customizations here
@@ -20,6 +20,7 @@
                 "james-yu.latex-workshop",
                 "eamodio.gitlens",
                 "jenselme.grammalecte",
+                "jebbs.plantuml"
             ],
             "settings": {
                 "grammalecte.allowedExtension": ".md,.rst,.adoc,.asciidoc,.creole,.t2t,.tex",

.devcontainer/install-tools.sh

@@ -13,3 +13,9 @@ mkdir /root/.grammalecte
 cd /root/.grammalecte
 wget https://grammalecte.net/zip/Grammalecte-fr-v2.1.1.zip
 unzip Grammalecte-fr-v2.1.1.zip
+
+#Installation de plantuml
+cd /tmp/
+wget https://github.com/plantuml/plantuml/releases/download/v1.2025.10/plantuml-1.2025.10.jar
+mkdir /usr/share/plantuml/
+mv plantuml-1.2025.10.jar /usr/share/plantuml/plantuml.jar

.gitignore

@@ -36,8 +36,7 @@ auto/
 
 # === Nextcloud ===
 .sync-exclude.lst
-.sync_*.db
-.sync_*.db-wal
+.sync_*.db*
 *.nextcloud.log
 *.owncloud.log
 *.owncloudsync.log

README.md

@@ -1,7 +1,7 @@
 # Consistence Faible Byzantine Pour le Cloud
 
-Ce projet est hébergé ici: [https://amauryjoly.fr/gitea/amaury_joly/bwconsistency](https://amauryjoly.fr/gitea/amaury_joly/bwconsistency).  
-Un miror est disponible sur le gitlab du laboratoire du LIS: [https://gitlab.lis-lab.fr/amaury.joly/bwconsistency](https://gitlab.lis-lab.fr/amaury.joly/bwconsistency)
+Ce projet est hébergé ici: <https://amauryjoly.fr/gitea/amaury_joly/bwconsistency>.  
+Un miror est disponible sur le gitlab du laboratoire du LIS: <https://gitlab.lis-lab.fr/amaury.joly/bwconsistency>
 
 ## Introduction
 

Recherche/ALDLoverAB/algo/index.tex

@@ -1,60 +1,73 @@
-We consider a set of processes communicating asynchronously over reliable point-to-point channels. Each process maintains the following shared variables:
+We consider a set of processes communicating asynchronously over reliable point-to-point channels. Each process maintains the following local or shared variables:
 
 \begin{itemize}
-  \item \textbf{received}: the set of messages received (but not yet delivered).
-  \item \textbf{delivered}: the set of messages that have been received, ordered, and delivered.
-  \item \textbf{prop[$r$][$j$]}: the proposal set of process $j$ at round $r$. It contains the set of messages that process $j$ claims to have received but not yet delivered at round $r$, concatenated with its newly broadcast message.
-  \item \textbf{proves}: the current content of the \texttt{DenyList} registry, accessible via the operation \texttt{READ()}. It returns a list of tuples $(j, \texttt{PROVE}(r))$, each indicating that process $j$ has issued a valid \texttt{PROVE} for round $r$.
-  \item \textbf{winner$^r$}: the set of processes that have issued a valid \texttt{PROVE} operation for round $r$.
-  \item \textbf{RB-cast}: a reliable broadcast primitive that satisfies the properties defined in Section~1.1.2.
-  \item \textbf{APPEND$(r)$}, \textbf{PROVE$(r)$}: operations that respectively insert (APPEND) and attest (PROVE) the participation of a process in round $r$ in the DenyList registry.
-  \item \textbf{READ()}: retrieves the current local view of valid operations (APPENDs and PROVEs) from the DenyList.
-  \item \textbf{ordered$(S)$}: returns a deterministic total order over a set $S$ of messages (e.g., via hash or lexicographic order).
+  \item \textbf{\textit{received}}: the set of messages that have been received via the reliable broadcast primitive but not yet ordered.
+  \item \textbf{\textit{delivered}}: the set of messages that have been ordered.
+  \item \textbf{\textit{prop}[$r$][$j$]}: the proposal set announced by process $j$ at round $r$. It contains a set of messages that process $j$ claims to have received but not yet delivered.
+  \item \textbf{\textit{winner}$^r$}: the set of processes that have issued a valid \texttt{PROVE} for round $r$, as observed through the registry.
+  \item \textbf{\texttt{R-Broadcast}$(\texttt{PROP}, S, r, j)$}: a reliable broadcast invocation that disseminates the proposal $S$ from process $j$ for round $r$.
+  \item \textbf{\texttt{R-Delivered}$(\texttt{PROP}, S, r, j)$}: the handler invoked upon reception of a \texttt{RB-cast}, which stores the received proposal $S$ into $\textit{prop}[r][j]$.
+  \item \textbf{\texttt{READ}()} : returns the current view of all valid operations stored in the DenyList registry.
+  \item \textbf{\texttt{ordered}$(S)$}: returns a deterministic total order over a set $S$ of messages.
+  \item \textbf{\texttt{hash}$(T, r)$}: returns the identifier of the next round as a deterministic function of the delivered set $T$ and current round $r$.
 \end{itemize}
 
 \resetalgline
 \begin{algorithm}
+  \caption{Atomic Broadcast with DenyList}
+  \begin{algorithmic}[1]    
+    \State $\textit{received} \gets \emptyset$
+    \State $\textit{delivered} \gets \emptyset$
+    \State $r_1 \gets 0$
 
     \vspace{1em}
-  \textbf{RB-received$(m, S, r_0, j_0)$}
-  \begin{algorithmic}[1]
-    \State \nextalgline $\textit{received} \gets \textit{received} \cup \{m\}$
-    \State \nextalgline $\textit{prop}[r_0][j_0] \gets S$
-  \end{algorithmic}
+    % --- A-Broadcast ---
+    \State \nextalgline \textbf{A-Broadcast}$_j(m)$
+    \State \nextalgline \hspace{1em} $\texttt{R-Broadcast}_j(m)$
 
     \vspace{1em}
-  \textbf{AB-broadcast$(m, j_0)$}
-  \begin{algorithmic}[1]
-    \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-    \State \nextalgline $r_0 \gets \max\{r : \exists j,\ (j, \texttt{PROVE}(r)) \in \textit{proves}\} + 1$
-    \State \nextalgline $\texttt{RB-cast}(m, (\textit{received} \setminus \textit{delivered}) \cup \{m\}, r_0, j_0)$
-    \State \nextalgline \texttt{PROVE}$(r_0)$
-    \State \nextalgline \texttt{APPEND}$(r_0)$
-    \Repeat
-      \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-      \State \nextalgline $r_1 \gets \max\{r : \exists j,\ (j, \texttt{PROVE}(r)) \in \textit{proves}\} - 1$
-      \State \nextalgline $\textit{winner}^{r_1} \gets \{j : (j, \texttt{PROVE}(r_1)) \in \textit{proves}\}$
-      \State \nextalgline \textbf{wait} $\forall j \in \textit{winner}^{r_1},\ \textit{prop}[r_1][j] \neq \bot$
-    \Until{\nextalgline $\forall r_2,\ \exists j_2 \in \textit{winner}^{r_2},\ m \in \textit{prop}[r_2][j_2]$} \nextalgline
-  \end{algorithmic}
+    % --- R-delivered ---
+    \State \nextalgline \textbf{R-Delivered}$_j(m)$
+    \State \nextalgline \hspace{1em} $\textit{received} \gets \textit{received} \cup \{m\}$
+    \State \nextalgline \hspace{1em} \textbf{repeat while} $\textit{received} \setminus \textit{delivered} \neq \emptyset$
+    \State \nextalgline \hspace{2em} $S \gets \textit{received} \setminus \textit{delivered}$
+    \State \nextalgline \hspace{2em} $\texttt{R-Broadcast}(\texttt{PROP}, S, r_1, j)$
+
+    \vspace{0.5em}
+    \State \nextalgline \hspace{2em} \textbf{wait until } $|\{j_1 : |\{i_1 : (i_1, \textit{PROVE}(<r_1, j_1>)) \in \texttt{READ}[i_1]()\}| \geq n - f\}| \geq n -f$
+    \State \nextalgline \hspace{2em} $\texttt{APPEND\_LINE}[j](r_1)$
+    \State \nextalgline \hspace{2em} $B[r_1] \gets {1, ..., n}$ 
+    \State \nextalgline \hspace{2em} \textbf{do}
+    \State \nextalgline \hspace{3em} \textbf{for each } $j_1 \in B[r_1]$
+    \State \nextalgline \hspace{4em} \textbf{if } $\nexists i_1 \text{ s.t. } \texttt{PROVE}[j_1](<r_1, i_1>) == \text{TRUE}$
+    \State \nextalgline \hspace{5em} $B[r_1] \gets B[r_1] \setminus \{j_1\}$
+    \State \nextalgline \hspace{2em} \textbf{while } $|B[r_1]| \geq f+1$
+    \State \nextalgline \hspace{2em} $\textit{winner}[r_1] \gets \{j_1 : |\{i_1 : (i_1, \textit{PROVE}(<r_1, j_1>)) \in \texttt{READ}[i_1]()\}| \geq n - f\}$
+
+    \vspace{0.5em}
+    \State \nextalgline \hspace{2em} \textbf{wait } $\forall j \in \textit{winner}[r_1],\ \textit{prop}[r_1][j] \neq \bot$
+    \State \nextalgline \hspace{2em} $M \gets \bigcup_{j \in \textit{winner}[r_1]} \textit{prop}[r_1][j] \setminus \textit{delivered}$
+    \State \nextalgline \hspace{2em} \textbf{for each } $m \in \texttt{ordered}(M)$
+    \State \nextalgline \hspace{3em} $\textit{delivered} \gets \textit{delivered} \cup \{m\}$
+    \State \nextalgline \hspace{3em} $\texttt{A-Delivered}_j(m)$
+    \State \nextalgline \hspace{2em} $r_1 \gets \textit{hash}(M, r_1)$
 
     \vspace{1em}
-  \textbf{AB-listen}
-  \begin{algorithmic}[1]
-    \While{true}
-      \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-      \State \nextalgline $r_1 \gets \max\{r : \exists j,\ (j, \texttt{PROVE}(r)) \in \textit{proves}\} - 1$
-      \For{$r_2 \in [r_0, \dots, r_1]$} \nextalgline
-        \State \nextalgline \texttt{APPEND}$(r_2)$
-        \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-        \State \nextalgline $\textit{winner}^{r_2} \gets \{j : (i, \texttt{PROVE}(r_2)) \in \textit{proves}\}$
-        \State \nextalgline \textbf{wait} $\forall j \in \textit{winner}^{r_2},\ \textit{prop}[r_2][j] \neq \bot$
-        \State \nextalgline $M^{r_2} \gets \bigcup_{j \in \textit{winner}^{r_2}} \textit{prop}[r_2][j]$
-        \ForAll{$m \in \texttt{ordered}(M^{r_2})$} \nextalgline
-          \State \nextalgline $\textit{delivered} \gets \textit{delivered} \cup \{m\}$
-          \State \nextalgline \texttt{AB-deliver}$(m)$
-        \EndFor
-      \EndFor
-    \EndWhile
+    % --- R-Delivered ---
+    \State \nextalgline \textbf{R-Delivered}$_j(PROP, S, r, j_j)$
+    \State \nextalgline \hspace{1em} $\textit{prop}[r][j_j] \gets S$
+    \State \nextalgline \hspace{1em} \texttt{PROVE}$[j](<r, j_1>)$ 
+
+    \vspace{1em}
+    % --- APPEND_LINE() ---
+    \State \nextalgline \textbf{APPEND\_LINE}$_j(r)$
+    \State \nextalgline \hspace{1em} \textbf{for each } $i_1 \in (1, ... , n)$
+    \State \nextalgline \hspace{2em} \texttt{APPEND}$[j](<r, i_1>)$
+
   \end{algorithmic}  
 \end{algorithm}
+
+\subsection{Round mecansism}
+
+We assume that the hash function is deterministic and without collisions. Because we're sure that the round contains at least f + 1 processes as winners, the next round ID is unpredictable by a process who would not follow the protocol and would drop messages legally sent by non-byzantine process.
+Also, it ensures that if a byzantine process try to go faster than the others, he will at least wait the faster non-byzantine process to progress.

Recherche/ALDLoverAB/intro/index.tex

@@ -26,6 +26,8 @@ Messages are uniquely identifiable: two messages sent by distinct processes or a
 
 \subsubsection{Reliable Broadcast Properties}
 
+Here are the properties of the reliable broadcast primitive:\cite{attiyaDistributedComputingFundamentals2004}
+
 \begin{property}{Integrity}
   Every message received was previously sent. \\
   Formally : \\
@@ -38,12 +40,18 @@ Messages are uniquely identifiable: two messages sent by distinct processes or a
   $\forall m, \forall p_i: \text{bc-recv}_i(m) \text{ occurs at most once}$ \\
 \end{property}
 
-\begin{property}{Validity}
-  All messages broadcast by a correct process are eventually received by all non faulty processors. \\
+\begin{property}{Nonfaulty Liveness}
+  All messages broadcast by a nonfaulty processor is either received by all nonfaulty procssors. \\
   Formally : \\
   $\forall m, \forall p_i: \text{correct}(p_i) \wedge \text{bc-send}_i(m) => \forall p_j : \text{correct}(p_j) \Rightarrow \text{bc-recv}_j(m)$
 \end{property}
 
+\begin{property}{Faulty Liveness}
+  Every message sent by a faulty processor is either received by all nonfaulty processors or by none of them. \\
+  Formally : \\
+  $\forall m, \forall p_i: \neg\text{correct}(p_i) \wedge \text{bc-send}_i(m) \Rightarrow \forall p_j : \text{correct}(p_j) \Rightarrow \text{bc-recv}_j(m)$
+\end{property}
+
 \subsubsection{AtomicBroadcast Properties}
 
 \begin{property}{AB Totally ordered}

Recherche/ALDLoverAB/main.tex

@@ -1,63 +1,623 @@
-\documentclass{article}
+\documentclass[11pt]{article}
 
+\usepackage[margin=1in]{geometry}
 \usepackage[T1]{fontenc}
 \usepackage[utf8]{inputenc}
+\usepackage{lmodern}
+\usepackage{microtype}
+\usepackage{amsmath,amssymb,amsthm,mathtools}
+\usepackage{thmtools}
+\usepackage{enumitem}
 \usepackage{csquotes}
-\usepackage[french]{babel}
-\usepackage[affil-it]{authblk}
-\usepackage{fullpage}
-
-\usepackage{amsmath}
-\usepackage{amssymb}
-
-\usepackage{biblatex}
-
-% \usepackage[linesnumbered,ruled,vlined]{algorithm2e}
+\usepackage[hidelinks]{hyperref}
+\usepackage[nameinlink,noabbrev]{cleveref}
 \usepackage{algorithm}
-\usepackage{algorithmicx}
-\usepackage[noend]{algpseudocode}
-\algrenewcommand\alglinenumber[1]{\tiny #1}
+\usepackage{algpseudocode}
+% Line-number prefix configuration (A/B/C)
+\renewcommand{\thealgorithm}{\Alph{algorithm}} % Float labels: Algorithm A, B, C
+\newcommand{\algletter}{}
+\algrenewcommand\alglinenumber[1]{\scriptsize\textbf{\algletter}#1}
+\usepackage{tikz}
+\usepackage{xspace}
 
-\usepackage{etoolbox}
+\usepackage[fr-FR]{datetime2}
 
-% --- Partage du compteur de lignes entre plusieurs algorithmes
-\makeatletter
-\newcounter{algoLine}
-\renewcommand{\alglinenumber}[1]{\arabic{algoLine}}
-\newcommand{\nextalgline}{\stepcounter{algoLine}}
-\newcommand{\resetalgline}{\setcounter{algoLine}{1}}
-\makeatother
+\usepackage{fancyhdr}
+\pagestyle{fancy}
+\fancyhf{}
+\fancyfoot[L]{Compilé le \DTMnow}
+\fancyfoot[C]{\thepage}
+\renewcommand{\headrulewidth}{0pt}
+\renewcommand{\footrulewidth}{0pt}
 
-\newtheorem{property}{Property}
+\theoremstyle{plain}
 \newtheorem{theorem}{Theorem}
-\newtheorem{proof}{Proof}
+\newtheorem{lemma}[theorem]{Lemma}
+\newtheorem{corollary}[theorem]{Corollary}
+\theoremstyle{definition}
+\newtheorem{definition}{Definition}
+\theoremstyle{remark}
+\newtheorem{remark}{Remark}
 
-\addbibresource{sources.bib}
+\newcommand{\RB}{\textsf{RB}\xspace}
+\newcommand{\res}{\mathsf{res}}
+\newcommand{\ARB}{\textsf{ARB}\xspace}
+\newcommand{\DL}{\textsf{DL}\xspace}
+\newcommand{\APPEND}{\textsf{APPEND}}
+\newcommand{\PROVE}{\textsf{PROVE}}
+\newcommand{\PROVEtrace}{\textsf{prove}}
+\newcommand{\READ}{\textsf{READ}}
+\newcommand{\ABbroadcast}{\textsf{AB-broadcast}}
+\newcommand{\ABdeliver}{\textsf{AB-deliver}}
+\newcommand{\RBcast}{\textsf{RB-cast}}
+\newcommand{\RBreceived}{\textsf{RB-received}}
+\newcommand{\ordered}{\textsf{ordered}}
+\newcommand{\Winners}{\mathsf{Winners}}
+\newcommand{\Messages}{\mathsf{Messages}}
+\newcommand{\ABlisten}{\textsf{AB-listen}}
+
+\newcommand{\delivered}{\mathsf{delivered}}
+\newcommand{\received}{\mathsf{received}}
+\newcommand{\prop}{\mathsf{prop}}
+\newcommand{\current}{\mathsf{current}}
+
+\newcommand{\Seq}{\mathsf{Seq}}
+
+\crefname{theorem}{Theorem}{Theorems}
+\crefname{lemma}{Lemma}{Lemmas}
+\crefname{definition}{Definition}{Definitions}
+\crefname{algorithm}{Algorithm}{Algorithms}
+
+\title{Upgrading Reliable Broadcast to Atomic Reliable Broadcast with a DenyList Primitive}
+\date{\vspace{-1ex}}
 
 \begin{document}
+% \maketitle
 
-\title{???}
-\author{JOLY Amaury  \\ \textbf{Encadrants :} GODARD Emmanuel, TRAVERS Corentin}
-\affil{Aix-Marseille Université, Scille}
-\date{\today}
-
-\begin{titlepage}
-  \maketitle
-\end{titlepage}
+\begin{abstract}
+We show how to upgrade a Reliable Broadcast (\RB) primitive to Atomic Reliable Broadcast (\ARB) by leveraging a synchronous DenyList (\DL) object. In a purely asynchronous message-passing model with crashes, \ARB is impossible without additional power. The \DL supplies this power by enabling round closing and agreement on a set of "+winners" for each round. We present the algorithm, its safety arguments, and discuss liveness and complexity under the assumed synchrony of \DL.
+\end{abstract}
 
+\paragraph{Keywords} Atomic broadcast, total order broadcast, reliable broadcast, consensus, synchrony, shared object, linearizability.
 
 \section{Introduction}
+Atomic Reliable Broadcast (\ARB)---a.k.a. total order broadcast---ensures that all processes deliver the same sequence of messages. In asynchronous message-passing systems with crashes, implementing \ARB is impossible without additional assumptions, as it enables consensus. We assume a synchronous DenyList (\DL) object and demonstrate how to combine \DL with an asynchronous \RB to realize \ARB.
 
-\subsection{Model}
-\input{intro/index.tex}
+\section{Model}
+We consider a static set of $n$ processes with known identities, communicating by reliable point-to-point channels, in a complete graph. Messages are uniquely identifiable. 
 
-\subsection{Algorithms}
-\input{algo/index.tex}
+\paragraph{Synchrony.} The network is asynchronous. Processes may crash; at most $f$ crashes occur.
 
-\subsection{proof}
-\input{proof/index.tex}
+\paragraph{Communication.} Processes can exchange through a Reliable Broadcast (\RB) primitive (defined below) which's invoked with the functions \RBcast$(m)$ and \RBreceived$(m)$. There exists a shared object called DenyList (\DL) (defined below) that is interfaced with the functions \APPEND$(x)$, \PROVE$(x)$ and \READ$()$. 
 
-\printbibliography
+\paragraph{Notation.} Let $\Pi$ be the finite set of process identifiers and let $n \triangleq |\Pi|$. Two authorization subsets are $\Pi_M \subseteq \Pi$ (processes allowed to issue \APPEND) and $\Pi_V \subseteq \Pi$ (processes allowed to issue \PROVE). Indices $i,j \in \Pi$ refer to processes, and $p_i$ denotes the process with identifier $i$. Let $\mathcal{M}$ denote the universe of uniquely identifiable messages, with $m \in \mathcal{M}$. Let $\mathcal{R} \subseteq \mathbb{N}$ be the set of round identifiers; we write $r \in \mathcal{R}$ for a round. We use the precedence relation $\prec$ for the \DL{} linearization: $x \prec y$ means that operation $x$ appears strictly before $y$ in the linearized history of \DL. For any finite set $A \subseteq \mathcal{M}$, \ordered$(A)$ returns a deterministic total order over $A$ (e.g., lexicographic order on $(\textit{senderId},\textit{messageId})$ or on message hashes). For any round $r \in \mathcal{R}$, define $\Winners_r \triangleq \{\, j \in \Pi \mid (j,\PROVEtrace(r)) \prec \APPEND(r) \,\}$, i.e., the set of processes whose $\PROVE(r)$ appears before the first $\APPEND(r)$ in the \DL{} linearization.
+We denoted by $\PROVE^{(j)}(r)$ or $\APPEND^{(j)}(r)$ the operation $\PROVE(r)$ or $\APPEND(r)$ invoked by process $j$.
 
+% ------------------------------------------------------------------------------
+\section{Primitives}
+\subsection{Reliable Broadcast (RB)}
+
+\RB provides the following properties in the model.
+\begin{itemize}[leftmargin=*]
+  \item \textbf{Integrity}: Every message received was previously sent. $\forall p_i:\ \RBreceived_i(m) \Rightarrow \exists p_j:\ \RBcast_j(m)$.
+  \item \textbf{No-duplicates}: No message is received more than once at any process.
+  \item \textbf{Validity}: If a correct process broadcasts $m$, every correct process eventually receives $m$.
+\end{itemize}
+
+\subsection{DenyList (DL)}
+We assume a synchronous DenyList (\DL) object with the following properties.
+
+The DenyList object type supports three operations: $\APPEND$, $\PROVE$, and $\READ$. These operations appear as if executed in a sequence $\Seq$ such that:
+\begin{itemize}
+  \item \textbf{Termination.} A $\PROVE$, an $\APPEND$, or a $\READ$ operation invoked by a correct process always returns.
+  \item \textbf{APPEND Validity.} The invocation of $\APPEND(x)$ by a process $p$ is valid if:
+  \begin{itemize}
+    \item $p \in \Pi_M \subseteq \Pi$; \textbf{and}
+    \item $x \in S$, where $S$ is a predefined set. 
+  \end{itemize} 
+  Otherwise, the operation is invalid.
+  \item \textbf{PROVE Validity.} If the invocation of a $op = \PROVE(x)$ by a correct process $p$ is not valid, then:  
+  \begin{itemize}
+    \item $p \not\in \Pi_V \subseteq \Pi$; \textbf{or}
+    \item A valid $\APPEND(x)$ appears before $op$ in $\Seq$. 
+  \end{itemize}
+  Otherwise, the operation is valid.
+  \item \textbf{PROVE Anti-Flickering.} If the invocation of a operation $op = \PROVE(x)$ by a correct process $p \in \Pi_V$ is invalid, then any $\PROVE(x)$ operation that appears after $op$ in $\Seq$ is invalid.
+  \item \textbf{READ Validity.} The invocation of $op = \READ()$ by a process $p \in \pi_V$ returns the list of valid invocations of $\PROVE$ that appears before $op$ in $\Seq$ along with the names of the processes that invoked each operation. 
+  \item \textbf{Anonymity.} Let us assume the process $p$ invokes a $\PROVE(v)$ operation. If the process $p'$ invokes a $\READ()$ operation, then $p'$ cannot learn the value $v$ unless $p$ leaks additional information.
+\end{itemize}
+
+% ------------------------------------------------------------------------------
+\section{Target Abstraction: Atomic Reliable Broadcast (ARB)}
+Processes export \ABbroadcast$(m)$ and \ABdeliver$(m)$. \ARB requires total order:
+\begin{equation*}
+  \forall m_1,m_2,\ \forall p_i,p_j:\ \ \ABdeliver_i(m_1) < \ABdeliver_i(m_2) \Rightarrow \ABdeliver_j(m_1) < \ABdeliver_j(m_2),
+\end{equation*}
+plus Integrity/No-duplicates/Validity (inherited from \RB and the construction).
+
+% ------------------------------------------------------------------------------
+
+\section{Algorithm}
+% granularité diff commentaire de code et paragraphe pre algo
+
+\begin{definition}[Closed round]\label{def:closed-round}
+  Given a \DL{} linearization $H$, a round $r\in\mathcal{R}$ is \emph{closed} in $H$ iff $H$ contains an operation $\APPEND(r)$.
+  Equivalently, there exists a time after which every $\PROVE(r)$ is invalid in $H$.
+\end{definition}
+
+\subsection{Variables}
+Each process $p_i$ maintains:
+
+%on met toutes les variables locales ici
+\begin{algorithmic}
+  \State $\received \gets \emptyset$ \Comment{Messages received via \RB but not yet delivered}
+  \State $\delivered \gets \emptyset$ \Comment{Messages already delivered}
+  \State $\prop[r][j] \gets \bot,\ \forall r,j$ \Comment{Proposal from process $j$ for round $r$}
+  \State $\current \gets 0$
+\end{algorithmic}
+
+\paragraph{DenyList.} The \DL is initialized empty. We assume $\Pi_M = \Pi_V = \Pi$ (all processes can invoke \APPEND and \PROVE).
+
+\subsection{Handlers and Procedures}
+
+\renewcommand{\algletter}{A}
+\begin{algorithm}[H]
+  \caption{\RB handler (at process $p_i$)}\label{alg:rb-handler}
+  \begin{algorithmic}[1]
+    \Function{RBreceived}{$S, r, j$}
+    % \State \textbf{on} $\RBreceived(S, r, j)$ \textbf{do}
+      \State $\received \leftarrow \received \cup \{S\}$
+      \State $\prop[r][j] \leftarrow S$ \Comment{Record sender $j$'s proposal $S$ for round $r$}
+    \EndFunction
+  \end{algorithmic}
+\end{algorithm}
+
+% \paragraph{} An \ABbroadcast$(m)$ chooses the next open round from the \DL view, proposes all pending messages together with the new $m$, disseminates this proposal via \RB, then executes $\PROVE(r)$ followed by $\APPEND(r)$ to freeze the winners of the round. The loop polls \DL until (i) some winner’s proposal includes $m$ in a \emph{closed} round and (ii) all winners' proposals for closed rounds are known locally, ensuring eventual inclusion and delivery.
+
+\renewcommand{\algletter}{B}
+\begin{algorithm}[H]
+  \caption{\ABbroadcast$(m)$ (at process $p_i$)}\label{alg:ab-bcast}
+  \begin{algorithmic}[1]
+    \Function{ABbroadcast}{$m$} 
+      \State $P \leftarrow \READ()$ \Comment{Fetch latest \DL state to learn recent $\PROVE$ operations}
+      \State $r_{max} \leftarrow \max(\{ r' : \exists j,\ (j,\PROVE(r')) \in P \})$ \Comment{Pick current open round}
+      \State $S \leftarrow (\received \setminus \delivered) \cup \{m\}$ \Comment{Propose all pending messages plus the new $m$}
+
+      \vspace{1em}
+
+      \For{\textbf{each}\ $r \in \{r_{max}, r_{max}+1, \cdots \}$} 
+        \State $\RBcast(S, r, i)$; $\PROVE(r)$; $\APPEND(r)$;
+        \State $P \leftarrow \READ()$ \Comment{Refresh local view of \DL}
+        \If{($\big((i, \PROVEtrace(r)) \in P\ \vee\ (\exists j, r': (j, \PROVEtrace(r')) \in P \wedge \ m \in \prop[r'][j]))$)} 
+          \State \textbf{break} \Comment{Exit loop once $m$ is included in some closed round}
+        \EndIf
+      \EndFor
+    \EndFunction
+  \end{algorithmic}
+\end{algorithm}
+
+\renewcommand{\algletter}{C}
+\begin{algorithm}[H]
+  \caption{\ABdeliver() at process $p_i$}\label{alg:delivery}
+  \begin{algorithmic}[1]
+    \Function{ABdeliver}{}
+      \State $r \gets \current$
+      \State $P \gets \READ()$ 
+      \If{$\forall j : (j, \PROVEtrace(r)) \not\in P$} 
+        \State \Return $\bot$
+      \EndIf
+      \State $\APPEND(r)$; $P \gets \READ()$
+      \State $W_r \gets \{ j : (j, \PROVEtrace(r)) \in P \}$
+      \If{$\exists j \in W_r,\ \prop[r][j] = \bot$} 
+        \State \Return $\bot$
+      \EndIf
+      \State $M_r \gets \bigcup_{j \in W_r} \prop[r][j]$
+      \State $m \gets \ordered(M_r \setminus \delivered)[0]$ \Comment{Set $m$ as the smaller message not already delivered}
+      \State $\delivered \leftarrow \delivered \cup \{m\}$
+      \If{$M_r \setminus \delivered = \emptyset$} \Comment{Check if all messages from round $r$ have been delivered}
+        \State $\current \leftarrow \current + 1$
+      \EndIf
+      \State \textbf{return} $m$
+    \EndFunction
+  \end{algorithmic}
+\end{algorithm}
+
+% ------------------------------------------------------------------------------
+\section{Correctness}
+
+\begin{lemma}[Stable round closure]\label{rem:closure-stable}
+If a round $r$ is closed, then there exists a linearization point $t_0$ of $\APPEND(r)$ in the \DL, and from that point on, no $\PROVE(r)$ can be valid.
+Once closed, a round never becomes open again.
+\end{lemma}
+
+\begin{proof}
+  By \Cref{def:closed-round}, some $\APPEND(r)$ occurs in the linearization $H$. \\
+  $H$ is a total order of operations, the set of $\APPEND(r)$ operations is totally ordered, and hence there exists a smallest $\APPEND(r)$ in $H$. We denote this operation $\APPEND^{(\star)}(r)$ and $t_0$ its linearization point. \\
+  By the validity property of \DL, a $\PROVE(r)$ is valid iff $\PROVE(r) \prec \APPEND^{(\star)}(r)$. Thus, after $t_0$, no $\PROVE(r)$ can be valid. \\
+  $H$ is a immutable grow-only history, and hence once closed, a round never becomes open again. \\
+  Hence there exists a linearization point $t_0$ of $\APPEND(r)$ in the \DL, and from that point on, no $\PROVE(r)$ can be valid and the closure is stable. 
+\end{proof}
+
+\begin{definition}[First APPEND]\label{def:first-append}
+  Given a \DL{} linearization $H$, for any closed round $r\in\mathcal{R}$, we denote by $\APPEND^{(\star)}(r)$ the earliest $\APPEND(r)$ in $H$.  
+\end{definition}
+
+\begin{lemma}[Across rounds]\label{lem:across}
+If there exists a $r$ such that $r$ is closed, $\forall r'$ such that $r' < r$, r' is also closed.
+\end{lemma}
+
+\begin{proof}
+  \emph{Base.} For a closed round $k=0$, the set $\{k' \in \mathcal{R},\ k' < k\}$ is empty, hence the lemma is true.
+
+  \emph{Induction.} Assume the lemma is true for round $k\geq 0$, we prove it for round $k+1$.
+  
+  \smallskip
+  Assume $k+1$ is closed and let $\APPEND^{(\star)}(k+1)$ be the earliest $\APPEND(k+1)$ in the DL linearization $H$.
+  By Lemma 1, after an $\APPEND(k)$ is in $H$, any later $\PROVE(k)$ is rejected also, a process’s program order is preserved in $H$.
+  
+  There are two possibilities for where $\APPEND^{(\star)}(k+1)$ is invoked.
+
+  \begin{itemize}
+    \item \textbf{Case (B6) :}
+    Some process $p^\star$ executes the loop (lines B5–B11) and invokes $\APPEND^{(\star)}(k+1)$ at line B6.
+    Immediately before line B6, line B5 sets $r\leftarrow r+1$, so the previous loop iteration (if any) targeted $k$. We consider two sub-cases.
+    
+    \begin{itemize}
+      \item \emph{(i) $p^\star$ is not in its first loop iteration.}
+      In the previous iteration, $p^\star$ executed $\PROVE^{(\star)}(k)$ at B6, followed (in program order) by $\APPEND^{(\star)}(k)$. 
+      If round $k$ wasn't closed when $p^\star$ execute $\PROVE^{(\star)}(k)$ at B9, then the condition at B8 would be true hence the tuple $(p^\star, \PROVEtrace(k))$ should be visible in P which implies that $p^\star$ should leave the loop at round $k$, contradicting the assumption that $p^\star$ is now executing another iteration.
+      Since the tuple is not visible, the $\PROVE^{(\star)}(k)$ was rejected by the DL which implies by definition an $\APPEND(k)$ already exists in $H$. Thus in this case $k$ is closed.
+    
+      \item \emph{(ii) $p^\star$ is in its first loop iteration.}
+      To compute the value $r_{max}$, $p^\star$ must have observed one or many $(\_ , \PROVEtrace(k+1))$ in $P$ at B2/B3, issued by some processes (possibly different from $p^\star$). Let's call $p_1$ the issuer of the first $\PROVE^{(1)}(k+1)$ in the linearization $H$. \\
+      When $p_1$ executed $P \gets \READ()$ at B2 and compute $r_{max}$ at B3, he observed no tuple $(\_,\PROVEtrace(k+1))$ in $P$ because he's the issuer of the first one. So when $p_1$ executed the loop (B5–B11), he run it for the round $k$, didn't seen any $(1,\PROVEtrace(k))$ in $P$ at B8, and then executed the first $\PROVE^{(1)}(k+1)$ at B6 in a second iteration. \\
+      If round $k$ wasn't closed when $p_1$ execute $\PROVE^{(1)}(k)$ at B6, then the condition at B8 should be true which implies that $p_1$ sould leave the loop at round $k$, contradicting the assumption that $p_1$ is now executing $\PROVE^{(1)}(r+1)$. In this case $k$ is closed.
+    \end{itemize}
+    
+    \item \textbf{Case (C8) :} 
+    Some process invokes $\APPEND(k+1)$ at C8. 
+    Line C8 is guarded by the presence of $\PROVE(\textit{next})$ in $P$ with $\textit{next}=k+1$ (C5). 
+    Moreover, the local pointer $\textit{next}$ grow by increment of 1 and only advances after finishing the current round (C17), so if a process can reach $\textit{next}=k+1$ it implies that he has completed round $k$, which includes closing $k$ at C8 when $\PROVE(k)$ is observed. 
+    Hence $\APPEND^\star(k+1)$ implies a prior $\APPEND(k)$ in $H$, so $k$ is closed.
+  \end{itemize}
+  
+  \smallskip
+  In all cases, $k+1$ closed implie $k$ closed. By induction on $k$, if the lemme is true for a closed $k$ then it is true for a closed $k+1$.
+  Therefore, the lemma is true for all closed rounds $r$.
+\end{proof}
+
+\begin{definition}[Winner Invariant]\label{def:winner-invariant}
+  For any closed round $r$, define
+  \[
+    \Winners_r \triangleq \{ j : \PROVE^{(j)}(r) \prec \APPEND^\star(r) \}
+  \] 
+  as the unique set of winners of round $r$.
+\end{definition}
+
+\begin{lemma}[Invariant view of closure]\label{lem:closure-view}
+  For any closed round $r$, all correct processes eventually observe the same set of valid tuples $(\_,\PROVEtrace(r))$ in their \DL view.
+\end{lemma}
+  
+\begin{proof}
+  Let's take a closed round $r$. By \Cref{def:first-append}, there exists a unique earliest $\APPEND(r)$ in the DL linearization, denoted $\APPEND^\star(r)$.
+
+  Consider any correct process $p$ that invokes $\READ()$ after $\APPEND^\star(r)$ in the DL linearization. Since $\APPEND^\star(r)$ invalidates all subsequent $\PROVE(r)$, the set of valid tuples $(\_,\PROVEtrace(r))$ observed by any correct process after $\APPEND^\star(r)$ is fixed and identical across all correct processes.
+
+  Therefore, for any closed round $r$, all correct processes eventually observe the same set of valid tuples $(\_,\PROVEtrace(r))$ in their \DL view.
+\end{proof}
+
+\begin{lemma}[Well-defined winners]\label{lem:winners}
+  For any correct process and round $r$, if the process computes $W_r$ at line C9, then :
+  \begin{itemize}
+    \item $\Winners_r$ is defined;
+    \item the computed $W_r$ is exactly $\Winners_r$.
+  \end{itemize}
+\end{lemma}
+
+\begin{proof}
+  Let take a correct process $p_i$ that reach line C9 to compute $W_r$. \\
+  By program order, $p_i$ must have executed $\APPEND^{(i)}(r)$ at C8 before, which implies by \Cref{def:closed-round} that round $r$ is closed. So by \Cref{def:winner-invariant}, $\Winners_r$ is defined. \\
+  By \Cref{lem:closure-view}, all correct processes eventually observe the same set of valid tuples $(\_,\PROVEtrace(r))$ in their \DL view. Hence, when $p_i$ executes the $\READ()$ at C8 after the $\APPEND^{(i)}(r)$, it observes a set $P$ that includes all valid tuples $(\_,\PROVEtrace(r))$ such that
+  \[
+    W_r = \{ j : (j,\PROVEtrace(r)) \in P \} = \{j : \PROVE^{(j)}(r) \prec \APPEND^\star(r) \} = \Winners_r
+  \]
+\end{proof}
+
+\begin{lemma}[No APPEND without PROVE]\label{lem:append-prove}
+If some process invokes $\APPEND(r)$, then at least a process must have previously invoked $\PROVE(r)$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Consider the round $r$ such that some process invokes $\APPEND(r)$. There are two possible cases
+  
+  \begin{itemize}
+    \item \textbf{Case (B6) :}
+    There exists a process $p^\star$ who's the issuer of the earliest $\APPEND^{(\star)}(r)$ in the DL linearization $H$. By program order, $p^\star$ must have previously invoked $\PROVE^{(\star)}(r)$ before invoking $\APPEND^{(\star)}(r)$ at B6. In this case, there is at least one $\PROVE(r)$ valid in $H$ issued by a correct process before $\APPEND^{(\star)}(r)$.
+    
+    \item \textbf{Case (C8) :}
+    There exist a process $p^\star$ invokes $\APPEND^{(\star)}(r)$ at C8. Line C8 is guarded by the condition at C5, which ensures that $p$ observed some $(\_,\PROVEtrace(r))$ in $P$. In this case, there is at least one $\PROVE(r)$ valid in $H$ issued by some process before $\APPEND^{(\star)}(r)$.
+  \end{itemize}
+    
+  In both cases, if some process invokes $\APPEND(r)$, then some process must have previously invoked $\PROVE(r)$.
+\end{proof}
+
+\begin{lemma}[No empty winners]\label{lem:nonempty}
+  Let $r$ be a round, if $\Winners_r$ is defined, then $\Winners_r \neq \emptyset$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  If $\Winners_r$ is defined, then by \Cref{def:winner-invariant}, round $r$ is closed. By \Cref{def:closed-round}, some $\APPEND(r)$ occurs in the DL linearization. \\
+  By \Cref{lem:append-prove}, at least a process must have invoked a valid $\PROVE(r)$ before $\APPEND^{(\star)}(r)$. Hence, there exists at least one $j$ such that $\{j: \PROVE^{(j)}(r) \prec \APPEND^\star(r)\}$, so $\Winners_r \neq \emptyset$.
+\end{proof}
+
+\begin{lemma}[Winners must propose]\label{lem:winners-propose}
+  For any closed round $r$, $\forall j \in \Winners_r$, process $j$ must have invoked a $\RBcast(S^{(j)}, r, j)$
+\end{lemma}
+
+\begin{proof}[Proof]
+  Fix a closed round $r$. By \Cref{def:winner-invariant}, for any $j \in \Winners_r$, there exist a valid $\PROVE^{(j)}(r)$ such that $\PROVE^{(j)}(r) \prec \APPEND^\star(r)$ in the DL linearization. By program order, if $j$ invoked a valid $\PROVE^{(j)}(r)$ at line B6 he must have invoked $\RBcast(S^{(j)}, r, j)$ directly before.
+\end{proof}
+
+\begin{definition}[Messages invariant]\label{def:messages-invariant}
+  For any closed round $r$ and any correct process $p_i$ such that $\nexists j \in \Winners_r : prop^{[i)}[r][j] = \bot$, define
+  \[
+    \Messages_r \triangleq \bigcup_{j\in\Winners_r} \prop^{(i)}[r][j]
+  \]
+  as the unique set of messages proposed by the winners of round $r$.
+\end{definition}
+
+\begin{lemma}[Non-empty winners proposal]\label{lem:winner-propose-nonbot}
+  For any closed round $r$, $\forall j \in \Winners_r$, for any correct process $p_i$, eventually $\prop^{(i)}[r][j] \neq \bot$.  
+\end{lemma}
+
+\begin{proof}[Proof]
+  Fix a closed round $r$. By \Cref{def:winner-invariant}, for any $j \in \Winners_r$, there exist a valid $\PROVE^{(j)}(r)$ such that $\PROVE^{(j)}(r) \prec \APPEND^\star(r)$ in the DL linearization. By \Cref{lem:winners-propose}, $j$ must have invoked $\RBcast(S^{(j)}, r, j)$.
+
+  Let take a process $p_i$, by \RB \emph{Validity}, every correct process eventually receives $j$'s \RB message for round $r$, which sets $\prop[r][j]$ to a non-$\bot$ value at line A3.
+\end{proof}
+
+\begin{lemma}[Eventual proposal closure]\label{lem:eventual-closure}
+  If a correct process $p_i$ define $M_r$ at line C13, then for every $j \in \Winners_r$, $\prop^{(i)}[r][j] \neq \bot$. 
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let take a correct process $p_i$ that computes $M_r$ at line C13. By \Cref{lem:winners}, $p_i$ computes the unique winner set $\Winners_r$.
+
+  By \Cref{lem:nonempty}, $\Winners_r \neq \emptyset$. The instruction at line C13 where $p_i$ computes $M_r$ is guarded by the condition at C10, which ensures that $p_i$ has received all \RB messages from every winner $j \in \Winners_r$. Hence, when $p_i$ computes $M_r = \bigcup_{j\in\Winners_r} \prop^{(i)}[r][j]$, we have $\prop^{(i)}[r][j] \neq \bot$ for all $j \in \Winners_r$.
+\end{proof}
+
+\begin{lemma}[Unique proposal per sender per round]\label{lem:unique-proposal}
+  For any round $r$ and any process $p_i$, $p_i$ invokes at most one $\RBcast(S, r, i)$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  By program order, any process $p_i$ invokes $\RBcast(S, r, i)$ at line B6 must be in the loop B5–B11. No matter the number of iterations of the loop, line B5 always uses the current value of $r$ which is incremented by 1 at each turn. Hence, in any execution, any process $p_i$ invokes $\RBcast(S, r, j)$ at most once for any round $r$.
+\end{proof}
+
+\begin{lemma}[Proposal convergence]\label{lem:convergence}
+  For any round $r$, for any correct processes $p_i$ that define $M_r$ at line C13, we have
+  \[
+    M_r^{(i)} = \Messages_r
+  \]
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let take a correct process $p_i$ that define $M_r$ at line C13. That implies that $p_i$ has defined $W_r$ at line C9. It implies that, by \Cref{lem:winners}, $r$ is closed and $W_r = \Winners_r$. \\
+  By \Cref{lem:eventual-closure}, for every $j \in \Winners_r$, $\prop^{(i)}[r][j] \neq \bot$. By \Cref{lem:unique-proposal}, each winner $j$ invokes at most one $\RBcast(S^{(j)}, r, j)$, so $\prop^{(i)}[r][j] = S^{(j)}$ is uniquely defined. Hence, when $p_i$ computes
+  \[
+    M_r^{(i)} = \bigcup_{j\in\Winners_r} \prop^{(i)}[r][j] = \bigcup_{j\in\Winners_r} S^{(j)} = \Messages_r.
+  \]
+\end{proof}
+
+\begin{lemma}[Inclusion]\label{lem:inclusion}
+  If some correct process invokes $\ABbroadcast(m)$, then there exist a round $r$ and a process $j\in\Winners_r$ such that $p_j$ invokes
+  \[
+  \RBcast(S, r, j)\quad\text{with}\quad m\in S.
+  \]
+\end{lemma}
+
+\begin{proof}
+  Fix a correct process $p_i$ that invokes $\ABbroadcast(m)$ and eventually exits the loop (B5–B11) at some round $r$. There are two possible cases.
+
+  \begin{itemize}
+    \item \textbf{Case 1:} $p_i$ exits the loop because $(i, \PROVEtrace(r)) \in P$. In this case, by \Cref{def:winner-invariant}, $p_i$ is a winner in round $r$. By program order, $p_i$ must have invoked $\RBcast(S, r, i)$ at B6 before invoking $\PROVE^{(i)}(r)$ at B7. By line B4, $m \in S$. Hence there exist a closed round $r$ and a correct process $j=i\in\Winners_r$ such that $j$ invokes $\RBcast(S, r, j)$ with $m\in S$.
+    
+    \item \textbf{Case 2:} $p_i$ exits the loop because $\exists j, r': (j, \PROVEtrace(r')) \in P \wedge m \in \prop[r'][j]$. In this case, by \Cref{lem:winners-propose} and \Cref{lem:unique-proposal} $j$ must have invoked a unique $\RBcast(S, r', j)$. Which set $\prop^{(i)}[r'][j] = S$ with $m \in S$.   
+  \end{itemize}
+    
+  In both cases, if some correct process invokes $\ABbroadcast(m)$, then there exist a round $r$ and a correct process $j\in\Winners_r$ such that $j$ invokes
+  \[
+    \RBcast(S, r, j)\quad\text{with}\quad m\in S.
+  \]
+\end{proof}
+
+\begin{lemma}[Broadcast Termination]\label{lem:bcast-termination}
+  If a correct process invokes $\ABbroadcast(m)$, then he eventually exit the function and returns.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let a correct process $p_i$ that invokes $\ABbroadcast(m)$. The lemma is true if $\exists r_1$ such that $r_1 \geq r_{max}$ and if $(i, \PROVEtrace(r_1)) \in P$; or if $\exists r_2$ such that $r_2 \geq r_{max}$ and if $\exists j: (j, \PROVEtrace(r_2)) \in P \wedge m \in \prop[r_2][j]$ (like guarded at B8).
+
+  Let admit that there exists no round $r_1$ such that $p_i$ invokes a valid $\PROVE(r_1)$. In this case $p_i$ invokes infinitely many $\RBcast(S, \_, i)$ at B6 with $m \in S$ (line B4).\\
+  The assumption that no $\PROVE(r_1)$ invoked by $p$ is valid implies by \DL \emph{Validity} that for every round $r' \geq r_{max}$, there exists at least one $\APPEND(r')$ in the DL linearization, hence by \Cref{lem:nonempty} for every possible round $r'$ there at least a winner. Because there is an infinite number of rounds, and a finite number of processes, there exists at least a correct process $p_k$ that invokes infinitely many valid $\PROVE(r')$ and by extension infinitely many $\ABbroadcast(\_)$. By \RB \emph{Validity}, $p_k$ eventually receives $p_i$ 's \RB messages. Let call $t_0$ the time when $p_k$ receives $p_i$ 's \RB message. \\
+  At $t_0$, $p_k$ execute \Cref{alg:rb-handler} and do $\received \leftarrow \received \cup \{S\}$ with $m \in S$ (line A2). 
+  For the first invocation of $\ABbroadcast(\_)$ by $p_k$ after the execution of \Cref{alg:rb-handler}, $p_k$ must include $m$ in his proposal $S$ at line B4 (because $m$ is pending in $j$'s $\received \setminus \delivered$ set). There exists a minimum round $r_2$ such that $p_k \in \Winners_{r_2}$ after $t_0$. By \Cref{lem:winner-propose-nonbot}, eventually $\prop^{(i)}[r_2][k] \neq \bot$. By \Cref{lem:unique-proposal}, $\prop^{(i)}[r_2][k]$ is uniquely defined as the set $S$ proposed by $p_k$ at B6, which by \Cref{lem:inclusion} includes $m$. Hence eventually $m \in \prop^{(i)}[r_2][k]$ and $k \in \Winners_{r_2}$. 
+
+  So if $p_i$ is a winner he cover the condition $(i, \PROVEtrace(r_1)) \in P$. And we show that if the first condition is never satisfied, the second one will eventually be satisfied. Hence either the first or the second condition will eventually be satisfied, and $p_i$ eventually exits the loop and returns from $\ABbroadcast(m)$.
+\end{proof}
+
+\begin{lemma}[Validity]\label{lem:validity}
+  If a correct process $p$ invokes $\ABbroadcast(m)$, then every correct process that invokes a infinitely often times $\ABdeliver()$ eventually delivers $m$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let $p_i$ a correct process that invokes $\ABbroadcast(m)$ and $p_q$ a correct process that infinitely invokes $\ABdeliver()$. By \Cref{lem:inclusion}, there exist a closed round $r$ and a correct process $j\in\Winners_r$ such that $p_j$ invokes
+  \[
+    \RBcast(S, r, j)\quad\text{with}\quad m\in S.
+  \]
+
+  By \Cref{lem:eventual-closure}, when $p_q$ computes $M_r$ at line C13, $\prop[r][j]$ is non-$\bot$ because $j \in \Winners_r$. By \Cref{lem:unique-proposal}, $p_j$ invokes at most one $\RBcast(S, r, j)$, so $\prop[r][j]$ is uniquely defined. Hence, when $p_q$ computes
+  \[
+    M_r = \bigcup_{k\in\Winners_r} \prop[r][k],
+  \]
+  we have $m \in \prop[r][j] = S$, so $m \in M_r$. By \Cref{lem:convergence}, $M_r$ is invariant so each computation of $M_r$ by any correct process that defines it includes $m$. At each invocation of $\ABdeliver()$ which deliver $m'$, $m'$ is add to $\delivered$ until $M_r \subseteq \delivered$. Once this append we're assured that there exist an invocation of $\ABdeliver()$ which return $m$. Hence $m$ is well delivered.
+\end{proof}
+
+\begin{lemma}[No duplication]\label{lem:no-duplication}
+  No correct process delivers the same message more than once.
+\end{lemma}
+
+\begin{proof}
+  Let consider two invokations of $\ABdeliver()$ made by the same correct process which returns $m$. Let call these two invocations respectively $\ABdeliver^{(A)}()$ and $\ABdeliver^{(B)}()$.
+
+  When $\ABdeliver^{(A)}()$ occur, by program order and because it reach line C19 to return $m$, the process must have add $m$ to $\delivered$. Hence when $\ABdeliver^{(B)}()$ reach line C14 to extract the next message to deliver, it can't be $m$ because $m \not\in (M_r \setminus \{..., m, ...\})$. So a $\ABdeliver^{(B)}()$ which deliver $m$ can't occur.
+\end{proof}
+
+\begin{lemma}[Total order]\label{lem:total-order}
+  For any two messages $m_1$ and $m_2$ delivered by correct processes, if a correct process $p_i$ delivers $m_1$ before $m_2$, then any correct process $p_j$ that delivers both $m_1$ and $m_2$ delivers $m_1$ before $m_2$.  
+\end{lemma}
+
+\begin{proof}
+  Consider any correct process that delivers both $m_1$ and $m_2$. By \Cref{lem:validity}, there exist closed rounds $r'_1$ and $r'_2$ and correct processes $k_1 \in \Winners_{r'_1}$ and $k_2 \in \Winners_{r'_2}$ such that
+  \[
+    \RBcast(S_1, r'_1, k_1)\quad\text{with}\quad m_1\in S_1,
+  \]
+  \[
+    \RBcast(S_2, r'_2, k_2)\quad\text{with}\quad m_2\in S_2.
+  \]
+
+  Let consider three cases :
+  \begin{itemize}
+    \item \textbf{Case 1:} $r_1 < r_2$. By program order, any correct process must have waited to append in $\delivered$ every messages in $M_{r_1}$ (which contains $m_1$) to increment $\current$ and eventually set $\current = r_2$ to compute $M_{r_2}$ and then invoke the $\ABdeliver()$ that returns $m_2$. Hence, for any correct process that delivers both $m_1$ and $m_2$, it delivers $m_1$ before $m_2$.
+    
+    \item \textbf{Case 2:} $r_1 = r_2$. By \Cref{lem:convergence}, any correct process that computes $M_{r_1}$ at line C13 computes the same set of messages $\Messages_{r_1}$. By line C14 the messages are pull in a deterministic order defined by $\ordered(\_)$. Hence, for any correct process that delivers both $m_1$ and $m_2$, it delivers $m_1$ and $m_2$ in the deterministic order defined by $\ordered(\_)$.
+  \end{itemize}
+
+  In all possible cases, any correct process that delivers both $m_1$ and $m_2$ delivers $m_1$ and $m_2$ in the same order.
+\end{proof}
+
+\begin{lemma}[Fifo Order]\label{lem:fifo-order}
+  For any two messages $m_1$ and $m_2$ broadcast by the same correct process $p_i$, if $p_i$ invokes $\ABbroadcast(m_1)$ before $\ABbroadcast(m_2)$, then any correct process $p_j$ that delivers both $m_1$ and $m_2$ delivers $m_1$ before $m_2$.
+\end{lemma}
+
+\begin{proof}
+  Let take two messages $m_1$ and $m_2$ broadcast by the same correct process $p_i$, with $p_i$ invoking $\ABbroadcast(m_1)$ before $\ABbroadcast(m_2)$. By \Cref{lem:validity}, there exist closed rounds $r_1$ and $r_2$ and correct processes $k_1 \in \Winners_{r_1}$ and $k_2 \in \Winners_{r_2}$ such that
+  \[
+    \RBcast(S_1, r_1, k_1)\quad\text{with}\quad m_1\in S_1,
+  \]
+  \[
+    \RBcast(S_2, r_2, k_2)\quad\text{with}\quad m_2\in S_2.
+  \]
+
+  By program order, $p_i$ must have invoked $\RBcast(S_1, r_1, i)$ before $\RBcast(S_2, r_2, i)$. By \Cref{lem:unique-proposal}, any process invokes at most one $\RBcast(S, r, i)$ per round, hence $r_1 < r_2$. By \Cref{lem:total-order}, any correct process that delivers both $m_1$ and $m_2$ delivers them in a deterministic order.
+  
+  In all possible cases, any correct process that delivers both $m_1$ and $m_2$ delivers $m_1$ before $m_2$.
+\end{proof}
+
+\begin{theorem}[FIFO-\ARB]
+Under the assumed \DL synchrony and \RB reliability, the algorithm implements FIFO Atomic Reliable Broadcast.
+\end{theorem}
+
+\begin{proof}
+  We show that the algorithm satisfies the properties of FIFO Atomic Reliable Broadcast under the assumed \DL synchrony and \RB reliability.
+
+  First, by \Cref{lem:bcast-termination}, if a correct process invokes \ABbroadcast$(m)$, then it eventually returns from this invocation.
+  Moreover, \Cref{lem:validity} states that if a correct process invokes \ABbroadcast$(m)$, then every correct process that invokes \ABdeliver() infinitely often eventually delivers $m$.
+  This gives the usual Validity property of \ARB.
+
+  Concerning Integrity and No-duplicates, the construction only ever delivers messages that have been obtained from the underlying \RB primitive.
+  By the Integrity property of \RB, every such message was previously \RBcast by some process, so no spurious messages are delivered.
+  In addition, \Cref{lem:no-duplication} states that no correct process delivers the same message more than once.
+  Together, these arguments yield the Integrity and No-duplicates properties required by \ARB.
+
+  For the ordering guarantees, \Cref{lem:total-order} shows that for any two messages $m_1$ and $m_2$ delivered by correct processes, every correct process that delivers both $m_1$ and $m_2$ delivers them in the same order.
+  Hence all correct processes share a common total order on delivered messages.
+  Furthermore, \Cref{lem:fifo-order} states that for any two messages $m_1$ and $m_2$ broadcast by the same correct process, any correct process that delivers both messages delivers $m_1$ before $m_2$ whenever $m_1$ was broadcast before $m_2$.
+  Thus the global total order extends the per-sender FIFO order of \ABbroadcast.
+
+  All the above lemmas are proved under the assumptions that \DL satisfies the required synchrony properties and that the underlying primitive is a Reliable Broadcast (\RB) with Integrity, No-duplicates and Validity.
+  Therefore, under these assumptions, the algorithm satisfies Validity, Integrity/No-duplicates, total order and per-sender FIFO order, and hence implements FIFO Atomic Reliable Broadcast, as claimed.
+\end{proof}
+
+\section{Reciprocity}
+% ------------------------------------------------------------------------------
+
+So far, we assumed the existence of a synchronous DenyList (\DL) object and
+showed how to upgrade a Reliable Broadcast (\RB) primitive into FIFO Atomic
+Reliable Broadcast (\ARB). We now briefly argue that, conversely, an \ARB{}
+primitive is strong enough to implement a synchronous \DL object (ignoring the
+anonymity property).
+
+\paragraph{DenyList as a deterministic state machine.}
+Without anonymity, the \DL specification defines a
+deterministic abstract object: given a sequence $\Seq$ of operations
+$\APPEND(x)$, $\PROVE(x)$, and $\READ()$, the resulting sequence of return
+values and the evolution of the abstract state (set of appended elements,
+history of operations) are uniquely determined.
+
+\paragraph{State machine replication over \ARB.}
+Assume a system that exports a FIFO-\ARB primitive with the guarantees that if a correct process invokes $\ABbroadcast(m)$, then every correct process eventually $\ABdeliver(m)$ and the invocation eventually returns.
+Following the classical \emph{state machine replication} approach
+such as described in Schneider~\cite{Schneider90}, we can implement a fault-tolerant service by ensuring the following properties:
+\begin{quote}
+  \textbf{Agreement.} Every nonfaulty state machine replica receives every request. \\
+  \textbf{Order.} Every nonfaulty state machine replica processes the requests it receives in
+  the same relative order.
+\end{quote}
+
+Which are cover by our FIFO-\ARB specification.
+
+\paragraph{Correctness.}
+
+
+\begin{theorem}[From \ARB to synchronous \DL]\label{thm:arb-to-dl}
+  In an asynchronous message-passing system with crash failures, assume a
+  FIFO Atomic Reliable Broadcast primitive with Integrity, No-duplicates,
+  Validity, and the liveness of $\ABbroadcast$. Then, ignoring anonymity, there
+  exists an implementation of a synchronous DenyList object that satisfies the
+  Termination, Validity, and Anti-flickering properties.
+\end{theorem}
+
+\begin{proof}
+  Because the \DL object is deterministic, all correct processes see the same
+  sequence of operations and compute the same sequence of states and return
+  values. We obtain:
+
+  \begin{itemize}[leftmargin=*]
+    \item \textbf{Termination.} The liveness of \ARB ensures that each
+          $\ABbroadcast$ invocation by a correct process eventually returns, and
+          the corresponding operation is eventually delivered and applied at all
+          correct processes. Thus every $\APPEND$, $\PROVE$, and $\READ$ operation invoked by a correct process
+          eventually returns.
+    \item \textbf{APPEND/PROVE/READ Validity.} The local code that forms
+          \ABbroadcast requests can achieve the same preconditions as in the
+          abstract \DL specification (e.g., $p\in\Pi_M$, $x\in S$ for
+          $\APPEND(x)$). Once an operation is delivered, its effect and return
+          value are exactly those of the sequential \DL specification applied in
+          the common order.
+    \item \textbf{PROVE Anti-Flickering.} In the sequential \DL specification,
+          once an element $x$ has been appended, all subsequent $\PROVE(x)$ are
+          invalid forever. Since all replicas apply operations in the same order,
+          this property holds in every execution of the replicated implementation:
+          after the first linearization point of $\APPEND(x)$, no later
+          $\PROVE(x)$ can return ``valid'' at any correct process.
+  \end{itemize}
+
+  Formally, we can describe the \DL object with the state machine approach for
+  crash-fault, asynchronous message-passing systems with a total order broadcast
+  layer~\cite{Schneider90}.
+\end{proof}
+
+
+
+\bibliographystyle{plain}
+\begin{thebibliography}{9}
+% (left intentionally blank)
+\bibitem{Schneider90}
+Fred B.~Schneider.
+\newblock Implementing fault-tolerant services using the state machine
+  approach: a tutorial.
+\newblock {\em ACM Computing Surveys}, 22(4):299--319, 1990.
+\end{thebibliography}
 
 \end{document}

Recherche/ALDLoverAB/proof/index.tex

@@ -1,121 +1,143 @@
+We define $W^t$ as the set of processes that are winners in round $r$ at time $t$.
+
+\begin{theorem}
+    $\forall j_1, j_2 \text{ corrects}, W_{j_1} = W_{j_2}$, where $W_j$ is the set of processes that are winners in round $r$.
+\end{theorem}
+
+\begin{proof}
+    \begin{align*}
+        J = \{j_1, ..., j_n\} & \text{(set of all processes)} \\
+        B \subseteq J, B = \{b_1, ..., b_f\} & \text{(set of faulty processes)} \\
+        C \subseteq J, C = \{c_1, ..., c_{n-f}\} & \text{(set of correct processes)} \\
+        \textbf{Let's assume } \exists b_1 \in B, \exists t_0 & \text{ such that } \texttt{R-Broadcast}_{b_1}(PROP, S, r, b_1) \text{ occurs} \\
+        \Rightarrow\; & \exists K^{t_0} \subseteq C \text{ such that } \forall k \in K^{t_0}, \texttt{R-Delivered}_k(PROP, S, r, b_1) \text{ occurs} \\
+        & \wedge |K^{t_0}| = n - 2f \\
+        \Rightarrow\; & \texttt{PROVE}_k[k](<r, b_1>) \text{ is valid for all } k \in K^{t_0} \\
+        \Rightarrow\; & b_1 \not\in W^{t_0} \text{ since } \texttt{PROVE}_k[k](<r, b_1>) \text{ is valid less than } n - f \text{ times} \\
+        \text{in the same way,} & \\
+        \textbf{Let's assume } \exists L^{t_0} \subseteq C \text{ such that } & \forall l \in L^{t_0}, \texttt{R-Broadcast}_{l}(PROP, \_, r, l) \text{ occurs} \\
+        \textbf{And } \exists M^{t_0} \subseteq C \text{ such that } & \forall m \in M^{t_0}, \texttt{R-Delivered}_m(PROP, \_, r, m) \text{ occurs} \\
+        & \text{with } |L^{t_0}| = n - f \text{ and } |M^{t_0}| = n - f \\
+        \Rightarrow\; & \forall m, l : \exists (m, PROVE(<r, l>)) \in \texttt{READ}[m]() \\
+        & \textbf{And because } |M^{t_0}| \geq n - f \\
+        \Rightarrow\; & \exists O^{t_0} \subseteq M^{t_0} \text{ such that } \forall o \in O^{t_0}, W^{t_0}_o \not\ni b_1 \\
+        & \exists t_1 \geq t_0 : \forall b \in B, \texttt{PROVE}_b[b](<r, b_1>) \text{ occurs} \\
+        \Rightarrow\; & \textbf{at time } t_1, \forall k \in K : \exists (k, \texttt{PROVE}(<r, b_1>)) \in \texttt{READ}[k]() \\
+        & \textbf{And } \forall b \in B, \exists (b, \texttt{PROVE}(<r, b_1>)) \in \texttt{READ}[b]() \\
+        \Rightarrow\; & \textbf{Because } |K| + |B| = n - 2f + f = n - f \text{ the condition is satisfied} \\
+        \Rightarrow\; & W^{t_1} \ni b_1 \\
+    \end{align*}
+\end{proof}
+
+\begin{theorem}
+    % $\exist j \text{ correct } W^{t_0}$
+\end{theorem}
+
 \begin{theorem}[Integrity]
     If a message $m$ is delivered by any process, then it was previously broadcast by some process via the \texttt{AB-broadcast} primitive.
 \end{theorem}
 
+
 \begin{proof}
-    Let $j$ be a process such that $\text{AB-deliver}_j(m)$ occurs.
+    % Let $j$ be a process such that $\texttt{AB-deliver}_j(m)$ occurs.
 
-    \begin{align*}
-        &\text{AB-deliver}_j(m) & \text{(line 24)} \\
-        \Rightarrow\; &\exists r_0 : m \in \texttt{ordered}(M^{r_0}) & \text{(line 22)} \\
-        \Rightarrow\; &\exists j_0 : j_0 \in \textit{winner}^{r_0} \land m \in \textit{prop}[r_0][j_0] & \text{(line 21)} \\
-        \Rightarrow\; &\exists m_0, S_0 : \text{RB-received}_{j_0}(m_0, S_0, r_0, j_0) \land m \in S_0 & \text{(line 2)} \\
-        \Rightarrow\; &S_0 = (\textit{received}_{j_0} \setminus \textit{delivered}_{j_0}) \cup \{m_1\} & \text{(line 5)} \\
-        \Rightarrow\; &\textbf{if } m_1 = m: \exists\, \text{AB-broadcast}_{j_0}(m) \hspace{1em} \square \\
-        &\textbf{else if } m_1 \neq m: \\
-        &\quad m \in \textit{received}_{j_0} \setminus \textit{delivered}_{j_0} \Rightarrow m \in \textit{received}_{j_0} \land m \notin \textit{delivered}_{j_0} \\
-        &\quad \exists j_1, S_1, r_1 : \text{RB-received}_{j_1}(m, S_1, r_1, j_1) & \text{(line 1)} \\
-        &\quad \Rightarrow \exists\, \text{AB-broadcast}_{j_1}(m) \hspace{1em} \square & \text{(line 5)}
-    \end{align*}
+    % \begin{align*}
+    %     &\texttt{AB-deliver}_j(m) & \text{(line 18)} \\
+    %     \Rightarrow\; & m \in \texttt{ordered}(T),\ \text{with } T = \bigcup_{j' \in \textit{winner}^r} \textit{prop}[r][j'] \setminus \textit{delivered} & \text{(lines 16-17)} \\
+    %     \Rightarrow\; & \exists j_0,\ r_0 : m \in \textit{prop}[r_0][j_0] & \text{(line 16)} \\
+    %     \Rightarrow\; & \textit{prop}[r_0][j_0] = S,\ \text{with } \texttt{RB-delivered}_{j}(PROP, S, r_0, j_0) & \text{(line 22)} \\
+    %     \Rightarrow\; & S \text{ was sent in } \texttt{RB-cast}(PROP, S, r_0, j_0) & \text{(line 9)} \\
+    %     \Rightarrow\; & S = \textit{received}_{j_0} \setminus \textit{delivered}_{j_0} & \text{(line 6)} \\
+    %     \Rightarrow\; & m' \in \textit{received}_{j_0}\ \text{where } m' \text{ broadcast by } j_0 & \text{(line 4)} \\
+    %     \Rightarrow\; & \textbf{if } m = m' \\
+    %     & \quad \Rightarrow \texttt{RB-Broadcast}_{j_0}(m) \text{ occurred} & \text{(line 3)} \\
+    %     & \quad \Rightarrow \texttt{AB-Broadcast}_{j_0}(m) \text{ occurred} & \text{(line 1)} & \hspace{1em} \square \\
+    %     & \textbf{else: } m \in \textit{received}_{j_0} \setminus \textit{delivered}_{j_0} \\
+    %     & \quad \Rightarrow m \in \textit{received}_{j_0} & \text{(line 4)} \\
+    %     & \quad \Rightarrow \texttt{RB-delivered}_{j_0}(m) \text{ occurred} & \text{(line 3)} \\
+    %     & \quad \Rightarrow \exists j_1 : \texttt{RB-Broadcast}_{j_1}(m) \text{ occurred} & \text{(line 2)} \\
+    %     & \quad \Rightarrow \texttt{AB-Broadcast}_{j_1}(m) \text{ occurred} & \text{(line 1)} & \hspace{1em} \square
+    % \end{align*}
+
+    % Therefore, every delivered message $m$ must originate from some call to \texttt{AB-Broadcast}.
 \end{proof}
 
 
-
-
 \begin{theorem}[No Duplication]
     No message is delivered more than once by any process.
 \end{theorem}
 
 \begin{proof}
-    Let $j$ be a process such that both $\text{AB-deliver}_j(m_0)$ and $\text{AB-deliver}_j(m_1)$ occur, with $m_0 = m_1$.
+    % Assume by contradiction that a process $j$ delivers the same message $m$ more than once, i.e.,
+    % \[
+    % \texttt{AB-deliver}_j(m) \text{ occurs at least twice.}
+    % \]
     
-    \begin{align*}
-        &\text{AB-deliver}_j(m_0) \wedge \text{AB-deliver}_j(m_1) & \text{(line 24)} \\
-        \Rightarrow\; & m_0, m_1 \in \textit{delivered}_j & \text{(line 23)} \\
-        \Rightarrow\; &\exists r_0, r_1 : m_0 \in M^{r_0} \wedge m_1 \in M^{r_1} & \text{(line 22)} \\
-        \Rightarrow\; &\exists j_0, j_1 : m_0 \in \textit{prop}[r_0][j_0] \wedge m_1 \in \textit{prop}[r_1][j_1] \\
-        &\hspace{2.5em} \wedge\ j_0 \in \textit{winner}^{r_0},\ j_1 \in \textit{winner}^{r_1} & \text{(line 21)}
-    \end{align*}
+    % \begin{align*}
+    %     &\texttt{AB-deliver}_j(m) \text{ occurs} & \text{(line 19)} \\
+    %     \Rightarrow\; & m \in \texttt{ordered}(T),\ \text{where } T = \bigcup_{j' \in \textit{winner}^r} \textit{prop}[r][j'] \setminus \textit{delivered} & \text{(lines 16-17)} \\
+    %     \Rightarrow\; & m \notin \textit{delivered} \text{ at that time} \\
+    %     \\
+    %     \text{However:} \\
+    %     & \texttt{delivered} \gets \texttt{delivered} \cup \{m\} & \text{(line 18)} \\
+    %     \Rightarrow\; & m \in \textit{delivered} \text{ permanently} \\
+    %     \Rightarrow\; & \text{In any future round, } m \notin T' \text{ since } T' = \bigcup_{j' \in \textit{winner}^r} \textit{prop}[r'][j'] \setminus \textit{delivered} \\
+    %     \Rightarrow\; & m \text{ will not be delivered again} \\
+    %     \Rightarrow\; & \text{Contradiction.}
+    % \end{align*}
     
-    We now distinguish two cases:
-    
-    \vspace{0.5em}
-    \noindent\textbf{Case 1:} $r_0 = r_1$:
-    \begin{itemize}
-        \item If $j_0 \neq j_1$: this contradicts message uniqueness, since two different processes would include the same message in round $r_0$.
-        \item If $j_0 = j_1$:
-        \begin{align*}
-            \Rightarrow & |{(j_0, \texttt{PROVE}(r_0)) \in proves}| \geq 2 & \text{(line 19)}\\
-            \Rightarrow &\texttt{PROVE}_{j_0}(r_0) \text{ occurs 2 times} & \text{(line 6)}\\
-            \Rightarrow &\texttt{AB-Broadcast}_{j_0}(m_0) \text{ were invoked two times} \\
-            \Rightarrow &(max\{r: \exists j, (j, \texttt{PROVE}(r)) \in proves\} + 1) & \text{(line 4)}\\
-            &\text{ returned the same value in two differents invokations of \texttt{AB-Broadcast}} \\
-            &\textbf{But } \texttt{PROVE}(r_0) \Rightarrow \texttt{max}\{r: \exists j, (j, \texttt{PROVE}(r)) \in proves\} + 1 > r_0 \\
-            &\text{It's impossible for a single process to submit two messages in the same round} \hspace{1em} \\
-        \end{align*}
-    \end{itemize}
-    
-    % \vspace{0.5em}
-    \noindent\textbf{Case 2:} $r_0 \ne r_1$:
-    \begin{itemize}
-        \item If $j_0 \neq j_1$: again, message uniqueness prohibits two different processes from broadcasting the same message in different rounds.
-        \item If $j_0 = j_1$: message uniqueness also prohibits the same process from broadcasting the same message in two different rounds.
-    \end{itemize}
-    
-    In all cases, we reach a contradiction. Therefore, it is impossible for a process to deliver the same message more than once. $\square$
+    % Therefore, no message can be delivered more than once by the same process. $\square$
 \end{proof}
 
-% \subsubsection{No Duplication}
+\begin{theorem}[Validity]
+    If a correct process invokes $\texttt{AB-Broadcast}_j(m)$, then all correct processes eventually deliver $m$.
+\end{theorem}
     
-% $M = (\bigcup_{i \rightarrow |P|} AB\_receieved_{i}(m)), \not\exists m_0 m_1 \in M \text{s.t. } m_1 = m_2$
-% \\
-% Proof \\
-% \begin{align*}
-%     &\text{Soit } i, m_0, m_1 \text{ tels que } m_0 = m_1 \\
-%     &\exists r_0,\ m_0 \in M^{r_0} \\
-%     &\exists r_1,\ m_1 \in M^{r_1} \\
-%     &\text{if } r_0 = r_1 \\
-%     &\quad \exists j_0, j_1,\ \text{prop tq } \text{prop}[r_0][j_0] = m_0,\ \text{prop}[r_0][j_1] = m_1 \quad j_0, j_1 \in \text{winnner}^{r_0} \\
-%     &\quad \text{if} j_0 \neq j_1 \\
-%     &\quad\quad \text{On admet qu'il est impossible pour un processus de soumettre le même msg qu'un autre} \\
-%     &\quad \text{if } j_0 = j_1 \\
-%     &\quad\quad j_0 \text{ a émis son } \text{PROVE}(r_0) \text{ valide 2 fois}\\
-%     &\quad\quad \text{Impossible si } j_0 \text{ correct} \\
-%     &\text{else} \\
-%     &\quad \exists j_0, j_1,\ \text{prop tq } \text{prop}[r_0][j_0] = m_0,\ \text{prop}[r_0][j_1] = m_1 \quad j_0, j_1 \in \text{winnner}^{r_0} \\
-%     &\quad \text{if } j_0 \neq j_1 \\    
-%     &\quad\quad \text{On admet qu'il est impossible pour un processus de soumettre le même msg qu'un autre} \\
-%     &\quad \text{if } j_0 = j_1 \\
-%     &j_0 \text{ à emis et validé 2 fois le même messages a des rounds différents.}\\
-%     &\text{On admet que deux message identiques soumis a des rounds différents ne peuvent être identiques}
-% \end{align*}
+\begin{proof}
+    % Let $j$ be a correct process such that $\texttt{AB-Broadcast}_j(m)$ occurs (line 5).
     
-\subsubsection{Broadcast Validity}
-$\exists j_0, m_0 \quad AB\_broadcast_{j_0}(m_0) \Rightarrow \forall j_1 \quad AB\_received_{j_1}(m_0)$ \\
+    % \begin{align*}
+    %     &\texttt{AB-Broadcast}_j(m) & \text{(line 1)}\\
+    %     \Rightarrow\; & \texttt{RB-Broadcast}_j(m) \text{ occurs} & \text{(line 2)} \\
+    %     \Rightarrow\; & \forall j_0 : \texttt{RB-delivered}_{j_0}(m) & \text{(line 3)} \\
+    %     \Rightarrow\; & m \in \textit{received}_{j_0} & \text{(line 4)} \\
+    %     \Rightarrow\; & \textbf{if } m \in \texttt{delivered}_{j_0} \\
+    %     & \quad \Rightarrow \textit{delivered}_{j_0} \gets textit{delivered}_{j_0} \cup \{m\} & \text{(line 18)} \\
+    %     & \quad \Rightarrow \texttt{AB-delivered}_{j_0}(m) & \text{(line 19)}  & \hspace{1em} \square \\
+    %     & \textbf{else } m \notin \textit{delivered}_{j_0} : \\
+    %     & \quad \Rightarrow m \in S_{j_0}\ \text{since } S_{j_0} = \textit{receieved}_{j_0} \setminus \textit{delivered}_{j_0} & \text{(line 6)} \\
+    %     & \quad \Rightarrow \exists r : \texttt{RB-cast}_{j_0}(texttt{PROP}, S_{j_0}, r, j_0) & \text{(line 9)} \\
+    %     & \quad \quad \Rightarrow \forall j_1 : \texttt{RB-Deliver}_{j_1}(\texttt{PROP}, S_{j_0}, r, j_0)\ \text{occurs} & \text{(line 21)} \\
+    %     & \quad \quad \Rightarrow \textit{prop}[r][j_0] = S_{j_0} & \text{(line 22)} \\
+    %     & \quad \Rightarrow \exists j_2 \in j_0 : \texttt{PROVE}_{j_2}(r)\ \text{is valid} & \text{(line 10)} \\
+    %     & \quad \Rightarrow j_2 \in textit{winner}^r & \text{(line 14)} \\
+    %     & \quad \Rightarrow T_{j_0} \ni \textit{prop}[r][j_2] \setminus \textit{delivered}_{j_0} & \text{(line 16)} \\
+    %     & \quad \Rightarrow T_{j_0} \ni S_{j_2} \setminus \textit{delivered}_{j_0} \ni m & \text{(line 16)} \\
+    %     & \quad \Rightarrow \texttt{AB-deliver}_{j_0}(m) & \text{(line 19)} & \hspace{1em} \square \\
+    % \end{align*}
 
-Proof:
-\begin{align*}
-    &\exists j_0, m_0 \quad AB\_broadcast_{j_0}(m_0) \\
-    &\forall j_1, \exists r_1 \quad RB\_deliver_{j_1}^{r_1}(m_0) \\
-    &\exists receieved : m_0 \in receieved_{j_1} \\
-    &\exists r_0 : RB\_deliver(PROP, r_0, m_0) & LOOP\\ 
-    &\exists prop: \text{prop}[r_0][j_0] = m_0 \\
-    &\text{if } \not\exists (j_0, PROVE(r_0)) \in \text{proves} \\
-    &\quad r_0 += 1 \\
-    &\quad \text{jump to LOOP} \\
-    &\text{else} \\
-    &\quad \exists \text{winner}, \text{winner}^{r_0} \ni j_0 \\
-    &\quad \exists M^{r_0} \ni (\text{prop}[r_0][j_0] = m_0) \\
-    &\quad \forall j_1, \quad AB\_deliver_{j_1}(m_0)
-\end{align*}
+\end{proof}
 
-\subsubsection*{AB receive width}
-\[
-\exists j_0, m_0 \quad AB\_deliver_{j_0}(m_0) \Rightarrow \forall j_1\ AB\_deliver_{j_1}
-\]
+\begin{theorem}[Total Order]
+    If two correct processes deliver two messages $m_1$ and $m_2$, then they deliver them in the same order.
+\end{theorem}
+    
+\begin{proof}
+    
+    % \begin{align*}  
+    %     & \forall j_0 : \texttt{AB-Deliver}_{j_0}(m_0) \wedge \texttt{AB-Deliver}_{j_0}(m_1) & \text{(line 19)} \\
+    %     \Rightarrow\; & \exists r_0, r_1 : m_0 \in \texttt{ordered}(T^{r_0}) \wedge m_1 \in \texttt{ordered}(T^{r_1}) & \text{(line 17)} \\
+    %     \Rightarrow\; & T^{r_0} = \bigcup_{j' \in \textit{winner}^{r_0}} \textit{prop}[r_0][j'] \setminus \textit{delivered}\ \wedge \\
+    %     & T^{r_1} = \bigcup_{j' \in \textit{winner}^{r_1}} \textit{prop}[r_1][j'] \setminus \textit{delivered} & \text{(line 16)} \\
+    %     \Rightarrow\; & \textbf{if } r_0 = r_1 \\
+    %     & \quad \Rightarrow T^{r_0} = T^{r_1} \\
+    %     & \quad \Rightarrow m_0, m_1 \in \texttt{ordered}(T^{r_0})\ \text{since \texttt{ordered} is deterministic} \\
+    %     & \quad \Rightarrow \textbf{if } m_0 < m_1 : \\
+    %     & \quad \quad \Rightarrow \texttt{AB-Deliver}_{j_0}(m_0) < \texttt{AB-Deliver}_{j_0}(m_1) & & \hspace{1em} \square\\
+    %     & \textbf{else if } r_0 < r_1 \\
+    %     & \quad \Rightarrow \forall m \in T^{r_0}, \forall m' \in T^{r_1} : \texttt{AB-Deliver}(m) < \texttt{AB-Deliver}(m') & & \hspace{1em} \square\\
+    % \end{align*}
+    
+    % Therefore, for all correct processes, messages are delivered in the same total order.
+\end{proof}
 
-Proof:
-\begin{align*}
-    &\forall j_0, m_0\ AB\_deliver_{j_0}(m_0) \Rightarrow \exists j_1 \text{ correct }, AB\_broadcast(m_0) \\
-    &\exists j_0, m_0 \quad AB\_broadcast_{j_0}(m_0) \Rightarrow \forall j_1,\ AB\_deliver_{j_1}(m_0)
-\end{align*}

Recherche/ALDLoverAB/sources.bib

@@ -0,0 +1,14 @@
+@book{attiyaDistributedComputingFundamentals2004,
+  title = {Distributed {{Computing}}: {{Fundamentals}}, {{Simulations}}, and {{Advanced Topics}}},
+  shorttitle = {Distributed {{Computing}}},
+  author = {Attiya, Hagit and Welch, Jennifer},
+  date = {2004-03-25},
+  eprint = {3xfhhRjLUJEC},
+  eprinttype = {googlebooks},
+  publisher = {John Wiley \& Sons},
+  abstract = {* Comprehensive introduction to the fundamental results in the mathematical foundations of distributed computing * Accompanied by supporting material, such as lecture notes and solutions for selected exercises * Each chapter ends with bibliographical notes and a set of exercises * Covers the fundamental models, issues and techniques, and features some of the more advanced topics},
+  isbn = {978-0-471-45324-6},
+  langid = {english},
+  pagetotal = {440},
+  keywords = {Computers / Computer Engineering,Computers / Computer Science,Computers / Networking / General}
+}

Recherche/AllowListDenyList/algo/index.tex

@@ -1,60 +0,0 @@
-We consider a set of processes communicating asynchronously over reliable point-to-point channels. Each process maintains the following shared variables:
-
-\begin{itemize}
-  \item \textbf{received}: the set of messages received (but not yet delivered).
-  \item \textbf{delivered}: the set of messages that have been received, ordered, and delivered.
-  \item \textbf{prop[$r$][$j$]}: the proposal set of process $j$ at round $r$. It contains the set of messages that process $j$ claims to have received but not yet delivered at round $r$, concatenated with its newly broadcast message.
-  \item \textbf{proves}: the current content of the \texttt{DenyList} registry, accessible via the operation \texttt{READ()}. It returns a list of tuples $(j, \texttt{PROVE}(r))$, each indicating that process $j$ has issued a valid \texttt{PROVE} for round $r$.
-  \item \textbf{winner$^r$}: the set of processes that have issued a valid \texttt{PROVE} operation for round $r$.
-  \item \textbf{RB-cast}: a reliable broadcast primitive that satisfies the properties defined in Section~1.1.2.
-  \item \textbf{APPEND$(r)$}, \textbf{PROVE$(r)$}: operations that respectively insert (APPEND) and attest (PROVE) the participation of a process in round $r$ in the DenyList registry.
-  \item \textbf{READ()}: retrieves the current local view of valid operations (APPENDs and PROVEs) from the DenyList.
-  \item \textbf{ordered$(S)$}: returns a deterministic total order over a set $S$ of messages (e.g., via hash or lexicographic order).
-\end{itemize}
-
-\resetalgline
-\begin{algorithm}
-  
-  \vspace{1em}
-  \textbf{RB-received$(m, S, r_0, j_0)$}
-  \begin{algorithmic}[1]
-    \State \nextalgline $\textit{received} \gets \textit{received} \cup \{m\}$
-    \State \nextalgline $\textit{prop}[r_0][j_0] \gets S$
-  \end{algorithmic}
-
-  \vspace{1em}
-  \textbf{AB-broadcast$(m, j_0)$}
-  \begin{algorithmic}[1]
-    \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-    \State \nextalgline $r_0 \gets \max\{r : \exists j,\ (j, \texttt{PROVE}(r)) \in \textit{proves}\} + 1$
-    \State \nextalgline $\texttt{RB-cast}(m, (\textit{received} \setminus \textit{delivered}) \cup \{m\}, r_0, j_0)$
-    \State \nextalgline \texttt{PROVE}$(r_0)$
-    \State \nextalgline \texttt{APPEND}$(r_0)$
-    \Repeat
-      \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-      \State \nextalgline $r_1 \gets \max\{r : \exists j,\ (j, \texttt{PROVE}(r)) \in \textit{proves}\} - 1$
-      \State \nextalgline $\textit{winner}^{r_1} \gets \{j : (j, \texttt{PROVE}(r_1)) \in \textit{proves}\}$
-      \State \nextalgline \textbf{wait} $\forall j \in \textit{winner}^{r_1},\ \textit{prop}[r_1][j] \neq \bot$
-    \Until{\nextalgline $\exists r_2,\ \exists j_2 \in \textit{winner}^{r_2},\ m \in \textit{prop}[r_2][j_2]$} \nextalgline
-  \end{algorithmic}
-
-  \vspace{1em}
-  \textbf{AB-listen}
-  \begin{algorithmic}[1]
-    \While{true}
-      \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-      \State \nextalgline $r_1 \gets \max\{r : \exists j,\ (j, \texttt{PROVE}(r)) \in \textit{proves}\} - 1$
-      \For{$r_2 \in [r_0, \dots, r_1]$} \nextalgline
-        \State \nextalgline \texttt{APPEND}$(r_2)$
-        \State \nextalgline $\textit{proves} \gets \texttt{READ}()$
-        \State \nextalgline $\textit{winner}^{r_2} \gets \{j : (i, \texttt{PROVE}(r_2)) \in \textit{proves}\}$
-        \State \nextalgline \textbf{wait} $\forall j \in \textit{winner}^{r_2},\ \textit{prop}[r_2][j] \neq \bot$
-        \State \nextalgline $M^{r_2} \gets \bigcup_{j \in \textit{winner}^{r_2}} \textit{prop}[r_2][j]$
-        \ForAll{$m \in \texttt{ordered}(M^{r_2})$} \nextalgline
-          \State \nextalgline $\textit{delivered} \gets \textit{delivered} \cup \{m\}$
-          \State \nextalgline \texttt{AB-deliver}$(m)$
-        \EndFor
-      \EndFor
-    \EndWhile
-  \end{algorithmic}
-\end{algorithm}

Recherche/AllowListDenyList/intro/index.tex

@@ -1,77 +0,0 @@
-
-\subsubsection{Model Properties}
-
-The system consists of \textit{n} asynchronous processes communicating via reliable point-to-point message passing. \\
-Each process has a unique, unforgeable identifier and knows the identifiers of all other processes. \\
-Up to $f<n$ processes may crash (fail-stop). \\
-The network is reliable: if a correct process sends a message to another correct process, it is eventually delivered. \\
-Messages are uniquely identifiable: two messages sent by distinct processes or at different rounds are distinguishable \\
-2 messages sent by the same processus in two differents rounds are differents \\
-
-\begin{property}[Message Uniqueness]
-  If two messages are sent by different processes, or by the same process in different rounds, then the messages are distinct. \\
-  Formally : \\
-  \[
-  \forall p_1, p_2,\ \forall r_1, r_2,\ \forall m_1, m_2,\ 
-  \left(
-  \begin{array}{l}
-  \text{send}(p_1, r_1, m_1) \land \text{send}(p_2, r_2, m_2) \\
-  \land\ (p_1 \ne p_2 \lor r_1 \ne r_2)
-  \end{array}
-  \right)
-  \Rightarrow m_1 \ne m_2
-  \]
-\end{property}
-
-
-\subsubsection{Reliable Broadcast Properties}
-
-\begin{property}{Integrity}
-  Every message received was previously sent. \\
-  Formally : \\
-  $\forall p_i : \text{bc-recv}_i(m) \Rightarrow \exists p_j : \text{bc-send}_j(m)$
-\end{property}
-
-\begin{property}{No Duplicates}
-  No message is received more than once at any single processor. \\
-  Formally : \\
-  $\forall m, \forall p_i: \text{bc-recv}_i(m) \text{ occurs at most once}$ \\
-\end{property}
-
-\begin{property}{Validity}
-  All messages broadcast by a correct process are eventually received by all non faulty processors. \\
-  Formally : \\
-  $\forall m, \forall p_i: \text{correct}(p_i) \wedge \text{bc-send}_i(m) => \forall p_j : \text{correct}(p_j) \Rightarrow \text{bc-recv}_j(m)$
-\end{property}
-
-\subsubsection{AtomicBroadcast Properties}
-
-\begin{property}{AB Totally ordered}
-  $\forall m_1, m_2, \forall p_i, p_j : \text{ab-recv}_{p_i}(m_1) < \text{ab-recv}_{p_i}(m_2) \Rightarrow \text{ab-recv}_{p_j}(m_1) < \text{ab-recv}_{p_j}(m_2)$
-\end{property}
-
-
-\subsubsection{DenyList Properties}
-
-Let $\Pi_M$ be the set of processes authorized to issue \texttt{APPEND} operations, 
-and $\Pi_V$ the set of processes authorized to issue \texttt{PROVE} operations. \\
-Let $S$ be the set of valid values that may be appended. Let $\texttt{Seq}$ be 
-the linearization of operations recorded in the DenyList.
-
-\begin{property}{APPEND Validity}
-  An operation $\texttt{APPEND}(x)$ is valid iff :
-  the issuing process $p \in \Pi_M$, and the value $x \in S$
-\end{property}
-
-\begin{property}{PROVE Validity}
-  An operation $\texttt{PROVE}(x)$ is valid iff:
-  the issuing process $p \in \Pi_V$, and there exists no $\texttt{APPEND}(x)$ that appears earlier in $\texttt{Seq}$.
-\end{property}
-
-\begin{property}{PROGRESS}
-  If an APPEND(x) is invoked by a correct process, then all correct processes will eventually be unable to PROVE(x).
-\end{property}
-
-\begin{property}{READ Validity}
-  READ() return a list of tuples who is a random permutation of all valids PROVE() associated to the identity of the emiter process. 
-\end{property}

Recherche/AllowListDenyList/main.aux

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Recherche/AllowListDenyList/main.tex

@@ -1,63 +0,0 @@
-\documentclass{article}
-
-\usepackage[T1]{fontenc}
-\usepackage[utf8]{inputenc}
-\usepackage{csquotes}
-\usepackage[french]{babel}
-\usepackage[affil-it]{authblk}
-\usepackage{fullpage}
-
-\usepackage{amsmath}
-\usepackage{amssymb}
-
-\usepackage{biblatex}
-
-% \usepackage[linesnumbered,ruled,vlined]{algorithm2e}
-\usepackage{algorithm}
-\usepackage{algorithmicx}
-\usepackage[noend]{algpseudocode}
-\algrenewcommand\alglinenumber[1]{\tiny #1}
-
-\usepackage{etoolbox}
-
-% --- Partage du compteur de lignes entre plusieurs algorithmes
-\makeatletter
-\newcounter{algoLine}
-\renewcommand{\alglinenumber}[1]{\arabic{algoLine}}
-\newcommand{\nextalgline}{\stepcounter{algoLine}}
-\newcommand{\resetalgline}{\setcounter{algoLine}{1}}
-\makeatother
-
-\newtheorem{property}{Property}
-\newtheorem{theorem}{Theorem}
-\newtheorem{proof}{Proof}
-
-\addbibresource{sources.bib}
-
-\begin{document}
-
-\title{???}
-\author{JOLY Amaury  \\ \textbf{Encadrants :} GODARD Emmanuel, TRAVERS Corentin}
-\affil{Aix-Marseille Université, Scille}
-\date{\today}
-
-\begin{titlepage}
-  \maketitle
-\end{titlepage}
-
-
-\section{Introduction}
-
-\subsection{Model}
-\input{intro/index.tex}
-
-\subsection{Algorithms}
-\input{algo/index.tex}
-
-\subsection{proof}
-\input{proof/index.tex}
-
-\printbibliography
-
-
-\end{document}

Recherche/AllowListDenyList/proof/index.tex

@@ -1,121 +0,0 @@
-\begin{theorem}[Integrity]
-    If a message $m$ is delivered by any process, then it was previously broadcast by some process via the \texttt{AB-broadcast} primitive.
-\end{theorem}
-
-\begin{proof}
-    Let $j$ be a process such that $\text{AB-deliver}_j(m)$ occurs.
-
-    \begin{align*}
-        &\text{AB-deliver}_j(m) & \text{(line 24)} \\
-        \Rightarrow\; &\exists r_0 : m \in \texttt{ordered}(M^{r_0}) & \text{(line 22)} \\
-        \Rightarrow\; &\exists j_0 : j_0 \in \textit{winner}^{r_0} \land m \in \textit{prop}[r_0][j_0] & \text{(line 21)} \\
-        \Rightarrow\; &\exists m_0, S_0 : \text{RB-received}_{j_0}(m_0, S_0, r_0, j_0) \land m \in S_0 & \text{(line 2)} \\
-        \Rightarrow\; &S_0 = (\textit{received}_{j_0} \setminus \textit{delivered}_{j_0}) \cup \{m_1\} & \text{(line 5)} \\
-        \Rightarrow\; &\textbf{if } m_1 = m: \exists\, \text{AB-broadcast}_{j_0}(m) \hspace{1em} \square \\
-        &\textbf{else if } m_1 \neq m: \\
-        &\quad m \in \textit{received}_{j_0} \setminus \textit{delivered}_{j_0} \Rightarrow m \in \textit{received}_{j_0} \land m \notin \textit{delivered}_{j_0} \\
-        &\quad \exists j_1, S_1, r_1 : \text{RB-received}_{j_1}(m, S_1, r_1, j_1) & \text{(line 1)} \\
-        &\quad \Rightarrow \exists\, \text{AB-broadcast}_{j_1}(m) \hspace{1em} \square & \text{(line 5)}
-    \end{align*}
-\end{proof}
-    
-
-
-
-\begin{theorem}[No Duplication]
-    No message is delivered more than once by any process.
-\end{theorem}
-
-\begin{proof}
-    Let $j$ be a process such that both $\text{AB-deliver}_j(m_0)$ and $\text{AB-deliver}_j(m_1)$ occur, with $m_0 = m_1$.
-
-    \begin{align*}
-        &\text{AB-deliver}_j(m_0) \wedge \text{AB-deliver}_j(m_1) & \text{(line 24)} \\
-        \Rightarrow\; & m_0, m_1 \in \textit{delivered}_j & \text{(line 23)} \\
-        \Rightarrow\; &\exists r_0, r_1 : m_0 \in M^{r_0} \wedge m_1 \in M^{r_1} & \text{(line 22)} \\
-        \Rightarrow\; &\exists j_0, j_1 : m_0 \in \textit{prop}[r_0][j_0] \wedge m_1 \in \textit{prop}[r_1][j_1] \\
-        &\hspace{2.5em} \wedge\ j_0 \in \textit{winner}^{r_0},\ j_1 \in \textit{winner}^{r_1} & \text{(line 21)}
-    \end{align*}
-    
-    We now distinguish two cases:
-    
-    \vspace{0.5em}
-    \noindent\textbf{Case 1:} $r_0 = r_1$:
-    \begin{itemize}
-        \item If $j_0 \neq j_1$: this contradicts message uniqueness, since two different processes would include the same message in round $r_0$.
-        \item If $j_0 = j_1$:
-        \begin{align*}
-            \Rightarrow & |{(j_0, \texttt{PROVE}(r_0)) \in proves}| \geq 2 & \text{(line 19)}\\
-            \Rightarrow &\texttt{PROVE}_{j_0}(r_0) \text{ occurs 2 times} & \text{(line 6)}\\
-            \Rightarrow &\texttt{AB-Broadcast}_{j_0}(m_0) \text{ were invoked two times} \\
-            \Rightarrow &(max\{r: \exists j, (j, \texttt{PROVE}(r)) \in proves\} + 1) & \text{(line 4)}\\
-            &\text{ returned the same value in two differents invokations of \texttt{AB-Broadcast}} \\
-            &\textbf{But } \texttt{PROVE}(r_0) \Rightarrow \texttt{max}\{r: \exists j, (j, \texttt{PROVE}(r)) \in proves\} + 1 > r_0 \\
-            &\text{It's impossible for a single process to submit two messages in the same round} \hspace{1em} \\
-        \end{align*}
-    \end{itemize}
-    
-    % \vspace{0.5em}
-    \noindent\textbf{Case 2:} $r_0 \ne r_1$:
-    \begin{itemize}
-        \item If $j_0 \neq j_1$: again, message uniqueness prohibits two different processes from broadcasting the same message in different rounds.
-        \item If $j_0 = j_1$: message uniqueness also prohibits the same process from broadcasting the same message in two different rounds.
-    \end{itemize}
-    
-    In all cases, we reach a contradiction. Therefore, it is impossible for a process to deliver the same message more than once. $\square$
-\end{proof}
-
-% \subsubsection{No Duplication}
-
-% $M = (\bigcup_{i \rightarrow |P|} AB\_receieved_{i}(m)), \not\exists m_0 m_1 \in M \text{s.t. } m_1 = m_2$
-% \\
-% Proof \\
-% \begin{align*}
-%     &\text{Soit } i, m_0, m_1 \text{ tels que } m_0 = m_1 \\
-%     &\exists r_0,\ m_0 \in M^{r_0} \\
-%     &\exists r_1,\ m_1 \in M^{r_1} \\
-%     &\text{if } r_0 = r_1 \\
-%     &\quad \exists j_0, j_1,\ \text{prop tq } \text{prop}[r_0][j_0] = m_0,\ \text{prop}[r_0][j_1] = m_1 \quad j_0, j_1 \in \text{winnner}^{r_0} \\
-%     &\quad \text{if} j_0 \neq j_1 \\
-%     &\quad\quad \text{On admet qu'il est impossible pour un processus de soumettre le même msg qu'un autre} \\
-%     &\quad \text{if } j_0 = j_1 \\
-%     &\quad\quad j_0 \text{ a émis son } \text{PROVE}(r_0) \text{ valide 2 fois}\\
-%     &\quad\quad \text{Impossible si } j_0 \text{ correct} \\
-%     &\text{else} \\
-%     &\quad \exists j_0, j_1,\ \text{prop tq } \text{prop}[r_0][j_0] = m_0,\ \text{prop}[r_0][j_1] = m_1 \quad j_0, j_1 \in \text{winnner}^{r_0} \\
-%     &\quad \text{if } j_0 \neq j_1 \\    
-%     &\quad\quad \text{On admet qu'il est impossible pour un processus de soumettre le même msg qu'un autre} \\
-%     &\quad \text{if } j_0 = j_1 \\
-%     &j_0 \text{ à emis et validé 2 fois le même messages a des rounds différents.}\\
-%     &\text{On admet que deux message identiques soumis a des rounds différents ne peuvent être identiques}
-% \end{align*}
-
-\subsubsection{Broadcast Validity}
-$\exists j_0, m_0 \quad AB\_broadcast_{j_0}(m_0) \Rightarrow \forall j_1 \quad AB\_received_{j_1}(m_0)$ \\
-
-Proof:
-\begin{align*}
-    &\exists j_0, m_0 \quad AB\_broadcast_{j_0}(m_0) \\
-    &\forall j_1, \exists r_1 \quad RB\_deliver_{j_1}^{r_1}(m_0) \\
-    &\exists receieved : m_0 \in receieved_{j_1} \\
-    &\exists r_0 : RB\_deliver(PROP, r_0, m_0) & LOOP\\ 
-    &\exists prop: \text{prop}[r_0][j_0] = m_0 \\
-    &\text{if } \not\exists (j_0, PROVE(r_0)) \in \text{proves} \\
-    &\quad r_0 += 1 \\
-    &\quad \text{jump to LOOP} \\
-    &\text{else} \\
-    &\quad \exists \text{winner}, \text{winner}^{r_0} \ni j_0 \\
-    &\quad \exists M^{r_0} \ni (\text{prop}[r_0][j_0] = m_0) \\
-    &\quad \forall j_1, \quad AB\_deliver_{j_1}(m_0)
-\end{align*}
-
-\subsubsection*{AB receive width}
-\[
-\exists j_0, m_0 \quad AB\_deliver_{j_0}(m_0) \Rightarrow \forall j_1\ AB\_deliver_{j_1}
-\]
-
-Proof:
-\begin{align*}
-    &\forall j_0, m_0\ AB\_deliver_{j_0}(m_0) \Rightarrow \exists j_1 \text{ correct }, AB\_broadcast(m_0) \\
-    &\exists j_0, m_0 \quad AB\_broadcast_{j_0}(m_0) \Rightarrow \forall j_1,\ AB\_deliver_{j_1}(m_0)
-\end{align*}

Recherche/BFT-ARBover/.latexmkrc

@@ -0,0 +1,40 @@
+$pdf_mode = 1;                          # latexmk -pdf par défaut
+$pdflatex = 'pdflatex -interaction=nonstopmode -synctex=1 %O %S';
+
+# --- Config PlantUML ----------------------------------------------------
+# Si plantuml est dans le PATH :
+# $plantuml = 'plantuml';
+
+# Si tu utilises un JAR :
+$plantuml = 'java -jar -Djava.awt.headless=true /usr/share/plantuml/plantuml.jar';
+
+# Options PlantUML : sortie LaTeX/TikZ
+$plantuml_opts = '-tlatex:nopreamble';
+
+# --- Dépendance personnalisée .puml -> .tex -----------------------------
+# Quand latexmk a besoin de "truc.tex" et que "truc.puml" existe,
+# il appelle la fonction puml2tex pour le générer.
+
+add_cus_dep( 'puml', 'tex', 0, 'puml2tex' );
+
+sub puml2tex {
+    my ($base_name) = @_;   # base du fichier cible, sans extension
+
+    # Exemple : $base_name = 'diagrams/login'
+    my $puml = "$base_name.puml";
+    my $tex  = "$base_name.tex";
+
+    # Message dans le log latexmk
+    print "PlantUML: génération de $tex à partir de $puml\n";
+
+    # Commande PlantUML
+    my $cmd = "$plantuml $plantuml_opts $puml ";
+    my $ret = system($cmd);
+
+    # 0 = succès, 1 = erreur pour latexmk
+    return $ret ? 1 : 0;
+}
+
+# --- Confort ------------------------------------------------------------
+# Compilation continue (latexmk -pvc)
+$preview_continuous = 1;

Recherche/BFT-ARBover/2_Primitives/index.tex

@@ -0,0 +1,34 @@
+\subsection{Reliable Broadcast (RB)}
+
+\RB provides the following properties in the model.
+\begin{itemize}[leftmargin=*]
+  \item \textbf{Integrity}: Every message received was previously sent. $\forall p_i:\ m = \RBreceived_i() \Rightarrow \exists p_j:\ \RBcast_j(m)$.
+  \item \textbf{No-duplicates}: No message is received more than once at any process.
+  \item \textbf{Validity}: If a correct process broadcasts $m$, every correct process eventually receives $m$.
+\end{itemize}
+
+\subsection{DenyList Object}
+
+ We assume a linearizable DenyList (\DL) object as in~\cite{frey:disc23} with the following properties.
+  
+    The DenyList object type supports three operations: $\APPEND$, $\PROVE$, and $\READ$. These operations appear as if executed in a sequence $\Seq$ such that:
+    \begin{itemize}
+      \item \textbf{Termination.} A $\PROVE$, an $\APPEND$, or a $\READ$ operation invoked by a correct process always returns.
+      \item \textbf{APPEND Validity.} The invocation of $\APPEND(x)$ by a process $p$ is valid if:
+      \begin{itemize}
+        \item $p \in \Pi_M \subseteq \Pi$; \textbf{and}
+        \item $x \in S$, where $S$ denote the universe of valid entries to be appended to the DenyList.
+      \end{itemize} 
+      Otherwise, the operation is invalid.
+      \item \textbf{PROVE Validity.} Let $op$ the invocation of $\PROVE(x)$ by a process $p_i$. We said $op$ to be invalid, if and only if:  
+      \begin{itemize}
+        \item $p \not\in \Pi_V \subseteq \Pi$; \textbf{or}
+        \item A valid $\APPEND(x)$ appears before $op$ in $\Seq$. 
+      \end{itemize}
+      Otherwise, the operation is said to be valid.
+      \item \textbf{PROVE Anti-Flickering.} If the invocation of a operation $op = \PROVE(x)$ by a correct process $p \in \Pi_V$ is invalid, then any $\PROVE(x)$ operation that appears after $op$ in $\Seq$ is invalid.
+      \item \textbf{READ Validity.} The invocation of $op = \READ()$ by a process $p \in \pi_V$ returns the list of valid invocations of $\PROVE$ that appears before $op$ in $\Seq$ along with the names of the processes that invoked each operation. 
+      % \item \textbf{Anonymity.} Let us assume the process $p$ invokes a $\PROVE(v)$ operation. If the process $p'$ invokes a $\READ()$ operation, then $p'$ cannot learn the value $v$ unless $p$ leaks additional information.
+    \end{itemize}
+  
+    We assume that $\Pi_M = \Pi_V = \Pi$ (all processes can invoke $\APPEND$ and $\PROVE$).

Recherche/BFT-ARBover/3_ARB_Def/index.tex

@@ -0,0 +1,6 @@
+
+Processes export \ABbroadcast$(m)$ and $m = \ABdeliver()$. \ARB requires total order:
+\begin{equation*}
+  \forall m_1,m_2,\ \forall p_i,p_j:\ \ (m_1 = \ABdeliver_i()) \prec (m_2 = \ABdeliver_i()) \Rightarrow (m_1 = \ABdeliver_j()) \prec (m_2 = \ABdeliver_j())
+\end{equation*}
+plus Integrity/No-duplicates/Validity (inherited from \RB and the construction).

Recherche/BFT-ARBover/4_ARB_with_RB_DL/index.tex

@@ -0,0 +1,455 @@
+We present below an example of implementation of Atomic Reliable Broadcast (\ARB) using a Reliable Broadcast (\RB) primitive and a DenyList (\DL) object according to the model and notations defined in Section 2.
+
+\subsection{Algorithm}
+% granularité diff commentaire de code et paragraphe pre algo
+
+\begin{definition}[Closed round]\label{def:closed-round}
+  Given a \DL{} linearization $H$, a round $r\in\mathcal{R}$ is \emph{closed} in $H$ if $H$ contains an operation $\APPEND(r)$.
+  Equivalently, there exists a time after which every $\PROVE(r)$ is invalid in $H$.
+\end{definition}
+
+\subsubsection{Variables}
+Each process $p_i$ maintains:
+
+\LinesNotNumbered
+\begin{algorithm}
+  $\received \gets \emptyset$\; %\Comment{Messages received via \RB but not yet delivered}
+  $\delivered \gets \emptyset$\; %\Comment{Messages already delivered}
+  $\prop[r][j] \gets \bot,\ \forall r,j$\; %\Comment{Proposal from process $j$ for round $r$}
+  $\current \gets 0$\;
+\end{algorithm}
+
+% \paragraph{DenyList.} The \DL is initialized empty. We assume $\Pi_M = \Pi_V = \Pi$ (all processes can invoke \APPEND and \PROVE).
+
+\subsubsection{Handlers and Procedures}
+
+\LinesNumbered
+\begin{algorithm}[H]
+  \caption{\RB handler (at process $p_i$)}\label{alg:rb-handler}
+  \Fn{RBreceived($S, r, j$)}{
+    $\received \leftarrow \received \cup \{S\}$\;\nllabel{code:receivedConstruction}
+    $\prop[r][j] \leftarrow S$\;\nllabel{code:prop-set} % \Comment{Record sender $j$'s proposal $S$ for round $r$}
+  }
+\end{algorithm}
+
+% \paragraph{} An \ABbroadcast$(m)$ chooses the next open round from the \DL view, proposes all pending messages together with the new $m$, disseminates this proposal via \RB, then executes $\PROVE(r)$ followed by $\APPEND(r)$ to freeze the winners of the round. The loop polls \DL until (i) some winner’s proposal includes $m$ in a \emph{closed} round and (ii) all winners' proposals for closed rounds are known locally, ensuring eventual inclusion and delivery.
+
+\begin{algorithm}[H]\label{alg:ABroadcast}
+  \caption{\ABbroadcast$(m)$ (at process $p_i$)}\label{alg:ab-bcast}
+    \Fn{ABbroadcast($m$)}{
+      $P \leftarrow \READ()$\;\nllabel{code:set-up-read} %\Comment{Fetch latest \DL state to learn recent $\PROVE$ operations}
+      $r_{max} \leftarrow \max(\{ r' : \exists j,\ (j,r') \in P \})$\;\nllabel{code:rmax-compute} %\Comment{Pick current open round}
+      $S \leftarrow (\received \setminus \delivered) \cup \{m\}$\;\nllabel{code:Sconstruction} 
+      %\Comment{Propose all pending messages plus the new $m$}
+
+      \vspace{1em}
+
+      $r \gets r_{max} - 1$\;
+      \While{$((i, r) \not\in P\ \wedge (\nexists j, r': (j, r') \in P \wedge m \in \prop[r'][j]))$}{\nllabel{code:sumbited-check-loop}
+        $r \gets r + 1$\;\nllabel{code:round-increment}
+        $\RBcast(S, r, i)$; $\PROVE(r)$; $\APPEND(r)$;\;\nllabel{code:submit-proposition}
+        $P \leftarrow \READ()$\; % \Comment{Refresh local view of \DL}
+      }
+    }
+\end{algorithm}
+
+\begin{algorithm}[H]\label{alg:ADeliver}
+  \caption{\ABdeliver() at process $p_i$}\label{alg:delivery}
+    \Fn{ABdeliver($\bot$)}{
+      $r \gets \current$\;
+      $P_r \gets \{(j,r): (j,r) \in \READ()\}$ \;
+      \If{$P_r = \emptyset$}{\nllabel{code:check-if-winners}
+        \Return{$\bot$}
+      }
+      $\APPEND(r)$; $P \gets \READ()$\; \nllabel{code:append-read}
+      $W_r \gets \{ j : (j, \PROVEtrace(r)) \in P \}$\;\nllabel{code:Wcompute}
+      \If{$\exists j \in W_r,\ \prop[r][j] = \bot$}{ \nllabel{code:check-winners-ack}
+        \Return{$\bot$}
+      }
+      $M_r \gets \bigcup_{j \in W_r} \prop[r][j]$\;\nllabel{code:Mcompute}
+      $m \gets \ordered(M_r \setminus \delivered)[0]$\;\nllabel{code:next-msg-extraction}
+       %\Comment{Set $m$ as the smaller message not already delivered}
+      $\delivered \leftarrow \delivered \cup \{m\}$\;
+      \If{$M_r \setminus \delivered = \emptyset$}{ %\Comment{Check if all messages from round $r$ have been delivered}
+        $\current \leftarrow \current + 1$
+      }
+      \Return{$m$}
+    }
+\end{algorithm}
+
+% ------------------------------------------------------------------------------
+\subsection{Correctness}
+
+\begin{definition}[First APPEND]\label{def:first-append}
+  Given a \DL{} linearization $H$, for any closed round $r\in\mathcal{R}$, we denote by $\APPEND^{(\star)}(r)$ the earliest $\APPEND(r)$ in $H$.  
+\end{definition}
+
+\begin{remark}[Stable round closure]\label{rem:closure-stable}
+  If a round $r$ is closed, then there exists a linearization point $t_0$ of $\APPEND(r)$ in the \DL, and from that point on, no $\PROVE(r)$ can be valid.
+  Once closed, a round never becomes open again.
+\end{remark}
+
+\begin{proof}
+  By \Cref{def:closed-round}, some $\APPEND(r)$ occurs in the linearization $H$. \\
+  $H$ is a total order of operations, the set of $\APPEND(r)$ operations is totally ordered, and hence there exists a smallest $\APPEND(r)$ in $H$. We denote this operation $\APPEND^{(\star)}(r)$ and $t_0$ its linearization point. \\
+  By the validity property of \DL, a $\PROVE(r)$ is valid iff $\PROVE(r) \prec \APPEND^{(\star)}(r)$. Thus, after $t_0$, no $\PROVE(r)$ can be valid. \\
+  $H$ is a immutable grow-only history, and hence once closed, a round never becomes open again. \\
+  Hence there exists a linearization point $t_0$ of $\APPEND(r)$ in the \DL, and from that point on, no $\PROVE(r)$ can be valid and the closure is stable. 
+\end{proof}
+
+\begin{lemma}[Across rounds]\label{lem:across}
+  If there exists a $r$ such that $r$ is closed, $\forall r'$ such that $r' < r$, r' is also closed.
+\end{lemma}
+
+\begin{proof}
+  \emph{Base.} For a closed round $r=0$, the set $\{r' \in \mathcal{R},\ r' < r\}$ is empty, hence the lemma is true.
+
+  \emph{Induction.} Assume the lemma is true for round $r\geq 0$, we prove it for round $r+1$.
+  
+  \smallskip
+  Assume $r+1$ is closed and by \cref{def:first-append} $\APPEND^{(\star)}(r+1)$ be the earliest $\APPEND(r+1)$ in the DL linearization $H$.
+  By Lemma 1, after an $\APPEND(r)$ were in $H$, any later $\PROVE(r)$ will be invalid also, a process’s program order is preserved in $H$.
+  
+  There are two possibilities for where $\APPEND^{(\star)}(r+1)$ is invoked.
+
+  \begin{itemize}
+    \item \textbf{Case Algorithm \ref{alg:ABroadcast} :}
+    Some process executes the loop at \ref{code:sumbited-check-loop} and invokes $\PROVE(r+1);\APPEND^{(\star)}(r+1)$ at line~\ref{code:submit-proposition}. Let $p_i$ be this process.
+    Immediately before line~\ref{code:submit-proposition}, line~\ref{code:round-increment} sets $r\leftarrow r+1$, so the previous loop iteration targeted $r$. We consider two sub-cases.
+    
+    \begin{itemize}
+      \item \emph{(i) $p_i$ is not in its first loop iteration.}
+      In the previous iteration, $p_i$ executed $\PROVE_i(r)$ at \ref{code:submit-proposition}, followed (in program order) by $\APPEND_i(r)$. 
+      If round $r$ wasn't closed when $p_i$ execute $\PROVE_i(r)$ at \ref{code:submit-proposition}, then the condition at \ref{code:sumbited-check-loop} would be true hence the tuple $(i, r)$ should be visible in P which implies that $p_i$ should leave the loop at round $r$, contradicting the assumption that $p_i$ is now executing another iteration.
+      Since the tuple is not visible, the $\PROVE_i(r)$ was invalid which implies by definition that an $\APPEND(r)$ already exists in $H$. Thus in this case $r$ is closed.
+    
+      \item \emph{(ii) $p_i$ is in its first loop iteration.}
+      To compute the value $r_{max}$, $p_i$ must have observed one or many $(\_ , r+1)$ in $P$ at \ref{code:rmax-compute}, issued by some processes (possibly different from $p_i$). Let's call $p_j$ the issuer of the first $\PROVE_j(r+1)$ in the linearization $H$. \\
+      When $p_j$ executed $P \gets \READ()$ at \ref{code:set-up-read} and compute $r_{max}$ at \ref{code:rmax-compute}, he observed no tuple $(\_,r+1)$ in $P$ because he's the issuer of the first one. So when $p_j$ executed the loop (\ref{code:sumbited-check-loop}), he run it for the round $r$, didn't seen any $(j,r)$ in $P$ at B6, and then executed the first $\PROVE_j(r+1)$ at \ref{code:submit-proposition} in a second iteration. \\
+      If round $r$ wasn't closed when $p_j$ execute $\PROVE_j(r)$ at \ref{code:submit-proposition}, then the $(j, r)$ will be in $P$ and the condition at \ref{code:sumbited-check-loop} should be true which implies that $p_j$ sould leave the loop at round $r$, contradicting the assumption that $p_j$ is now executing $\PROVE_j(r+1)$. In this case $r$ is closed.
+    \end{itemize}
+    
+    \item \textbf{Case Algorithm \ref{alg:ADeliver} :} 
+    Some process invokes $\APPEND(r+1)$ at \ref{code:append-read}. Let $p_i$ be this process.  
+    Line~\ref{code:append-read} is guarded by the condition at \ref{code:check-if-winners}, which ensures that $p_i$ observed some $(\_,r+1)$ in $P$. Let $p_j$ be the issuer of the first $\PROVE_j(r+1)$ in the linearization $H$.
+    When $p_j$ executed $\PROVE_j(r+1)$ at \ref{code:submit-proposition}, he observed no tuple $(\_,r+1)$ in $P$ at \ref{code:check-if-winners} because he's the issuer of the first one. By the same reasoning as in the Case Algorithm \ref{alg:ABroadcast} (ii), $p_j$ must have observed that the round $r$ was closed. 
+    % Line C7 is guarded by the presence of $\PROVE(r)$ in $P$ with $r=r+1$ (C5). 
+    % Moreover, the local pointer $\textit{next}$ grow by increment of 1 and only advances after finishing the current round (C17), so if a process can reach $\textit{next}=r+1$ it implies that he has completed round $r$, which includes closing $r$ at C8 when $\PROVE(r)$ is observed. 
+    % Hence $\APPEND^\star(r+1)$ implies a prior $\APPEND(r)$ in $H$, so $r$ is closed.
+  \end{itemize}
+  
+  \smallskip
+  In all cases, $r+1$ closed implies $r$ closed. By induction on $r$, if the lemma is true for a closed $r$ then it is true for a closed $r+1$.
+  Therefore, the lemma is true for all closed rounds $r$.
+\end{proof}
+
+\begin{definition}[Winner Invariant]\label{def:winner-invariant}
+  For any closed round $r$, define
+  \[
+    \Winners_r \triangleq \{ j : \PROVE_j(r) \prec \APPEND^\star(r) \}
+  \] 
+  called the unique set of winners of round $r$.
+\end{definition}
+
+\begin{lemma}[Invariant view of closure]\label{lem:closure-view}
+  For any closed round $r$, all correct processes eventually observe the same set of valid tuples $(\_,\PROVEtrace(r))$ in their \DL view.
+\end{lemma}
+  
+\begin{proof}
+  Let's take a closed round $r$. By \Cref{def:first-append}, there exists $\APPEND^{(\star)}(r)$ the earliest $\APPEND(r)$ in the DL linearization.
+
+  Consider any correct process $p_i$ that invokes $\READ()$ after $\APPEND^\star(r)$ in the DL linearization. Since $\APPEND^\star(r)$ invalidates all subsequent $\PROVE(r)$, the set of valid tuples $(\_,r)$ retrieved by a $\READ()$ after $\APPEND^\star(r)$ is fixed and identical across all correct processes.
+
+  Therefore, for any closed round $r$, all correct processes eventually observe the same set of valid tuples $(\_,\PROVEtrace(r))$ in their \DL view.
+\end{proof}
+
+\begin{lemma}[Well-defined winners]\label{lem:winners}
+  For any correct process $p_i$ and round $r$, if $p_i$ computes $W_r$ at line~\ref{code:Wcompute}, then :
+  \begin{itemize}
+    \item $\Winners_r$ is defined;
+    \item the computed $W_r$ is exactly $\Winners_r$.
+  \end{itemize}
+\end{lemma}
+
+\begin{proof}
+  Lets consider a correct process $p_i$ that reach line~\ref{code:Wcompute} to compute $W_r$. \\
+  By program order, $p_i$ must have executed $\APPEND_i(r)$ at line~\ref{code:append-read} before, which implies by \Cref{def:closed-round} that round $r$ is closed at that point. So by \Cref{def:winner-invariant}, $\Winners_r$ is defined. \\
+  By \Cref{lem:closure-view}, all correct processes eventually observe the same set of valid tuples $(\_,r)$ in their \DL view. Hence, when $p_i$ executes the $\READ()$ at line~\ref{code:append-read} after the $\APPEND_i(r)$, it observes a set $P$ that includes all valid tuples $(\_,r)$ such that
+  \[
+    W_r = \{ j : (j,r) \in P \} = \{j : \PROVE_j(r) \prec \APPEND^{(\star)}(r) \} = \Winners_r
+  \]
+\end{proof}
+
+\begin{lemma}[No APPEND without PROVE]\label{lem:append-prove}
+If some process invokes $\APPEND(r)$, then at least a process must have previously invoked $\PROVE(r)$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Consider the round $r$ such that some process invokes $\APPEND(r)$. There are two possible cases
+  
+  \begin{itemize}
+    \item \textbf{Case (\ref{code:submit-proposition}) :}
+    There exists a process $p_i$ who's the issuer of the earliest $\APPEND^{(\star)}(r)$ in the DL linearization $H$. By program order, $p_i$ must have previously invoked $\PROVE_i(r)$ before invoking $\APPEND^{(\star)}(r)$ at line~\ref{code:submit-proposition}. In this case, there is at least one $\PROVE(r)$ valid in $H$ issued by a correct process before $\APPEND^{(\star)}(r)$.
+    
+    \item \textbf{Case (\ref{code:append-read}) :}
+    There exists a process $p_i$ that invoked $\APPEND^{(\star)}(r)$ at . Line~\ref{code:append-read} is guarded by the condition at \ref{code:check-if-winners}, which ensures that $p$ observed some $(\_,r)$ in $P$. In this case, there is at least one $\PROVE(r)$ valid in $H$ issued by some process before $\APPEND^{(\star)}(r)$.
+  \end{itemize}
+    
+  In both cases, if some process invokes $\APPEND(r)$, then some process must have previously invoked $\PROVE(r)$.
+\end{proof}
+
+\begin{lemma}[No empty winners]\label{lem:nonempty}
+  Let $r$ be a closed round, then $\Winners_r \neq \emptyset$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  By \Cref{def:closed-round}, some $\APPEND(r)$ occurs in the DL linearization. \\
+  By \Cref{lem:append-prove}, at least one process must have invoked a valid $\PROVE(r)$ before $\APPEND^{(\star)}(r)$. Hence, there exists at least one $p_j$ such that $p_j$ invoked $\PROVE_j(r) \prec \APPEND^\star(r)$, so $\Winners_r \neq \emptyset$.
+\end{proof}
+
+\begin{lemma}[Winners must propose]\label{lem:winners-propose}
+  For any closed round $r$, $\forall i \in \Winners_r$, process $p_i$ must have invoked a $\RBcast(S^{(i)}, r, i)$ and hence any correct will eventually set $\prop[r][i]$ to a non-$\bot$ value.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Fix a closed round $r$. By \Cref{def:winner-invariant}, for any $i \in \Winners_r$, there exist a valid $\PROVE_i(r)$ such that $\PROVE_i(r) \prec \APPEND^\star(r)$ in the DL linearization. By program order, if $i$ invoked a valid $\PROVE_i(r)$ at line~\ref{code:submit-proposition} he must have invoked $\RBcast(S^{(i)}, r, i)$ directly before.
+
+  Let take a correct process $p_j$, by \RB \emph{Validity}, every correct process eventually receives $i$'s \RB message for round $r$, which sets $\prop[r][i]$ to a non-$\bot$ value at line~\ref{code:prop-set}.
+\end{proof}
+
+\begin{definition}[Messages invariant]\label{def:messages-invariant}
+  For any closed round $r$ and any correct process $p_i$ such that $\forall j \in \Winners_r : prop^{[i)}[r][j] \neq \bot$, define
+  \[
+    \Messages_r \triangleq \bigcup_{j\in\Winners_r} \prop^{(i)}[r][j]
+  \]
+  as the set of messages proposed by the winners of round $r$.
+\end{definition}
+
+\begin{lemma}[Eventual proposal closure]\label{lem:eventual-closure}
+  If a correct process $p_i$ define $M_r$ at line~\ref{code:Mcompute}, then for every $j \in \Winners_r$, $\prop^{(i)}[r][j] \neq \bot$. 
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let take a correct process $p_i$ that computes $M_r$ at line~\ref{code:Mcompute}. By \Cref{lem:winners}, $p_i$ computation is the winner set $\Winners_r$.
+
+  By \Cref{lem:nonempty}, $\Winners_r \neq \emptyset$. The instruction at line~\ref{code:Mcompute} where $p_i$ computes $M_r$ is guarded by the condition at line~\ref{code:check-winners-ack}, which ensures that $p_i$ has received all \RB messages from every winner $j \in \Winners_r$. Hence, $M_r = \bigcup_{j\in\Winners_r} \prop^{(i)}[r][j]$, we have $\prop^{(i)}[r][j] \neq \bot$ for all $j \in \Winners_r$.
+\end{proof}
+
+\begin{lemma}[Unique proposal per sender per round]\label{lem:unique-proposal}
+  For any round $r$ and any process $p_i$, $p_i$ invokes at most one $\RBcast(S, r, i)$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  By program order, any process $p_i$ invokes $\RBcast(S, r, i)$ at line~\ref{code:submit-proposition} must be in the loop \ref{code:sumbited-check-loop}. No matter the number of iterations of the loop, line~\ref{code:sumbited-check-loop} always uses the current value of $r$ which is incremented by 1 at each turn. Hence, in any execution, any process $p_i$ invokes $\RBcast(S, r, j)$ at most once for any round $r$.
+\end{proof}
+
+\begin{lemma}[Proposal convergence]\label{lem:convergence}
+  For any round $r$, for any correct processes $p_i$ that execute line~\ref{code:Mcompute}, we have
+  \[
+    M_r^{(i)} = \Messages_r
+  \]
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let take a correct process $p_i$ that compute $M_r$ at line~\ref{code:Mcompute}. That implies that $p_i$ has defined $W_r$ at line~\ref{code:Wcompute}. It implies that, by \Cref{lem:winners}, $r$ is closed and $W_r = \Winners_r$. \\
+  By \Cref{lem:eventual-closure}, for every $j \in \Winners_r$, $\prop^{(i)}[r][j] \neq \bot$. By \Cref{lem:unique-proposal}, each winner $j$ invokes at most one $\RBcast(S^{(j)}, r, j)$, so $\prop^{(i)}[r][j] = S^{(j)}$ is uniquely defined. Hence, when $p_i$ computes
+  \[
+    M_r^{(i)} = \bigcup_{j\in\Winners_r} \prop^{(i)}[r][j] = \bigcup_{j\in\Winners_r} S^{(j)} = \Messages_r.
+  \]
+\end{proof}
+
+\begin{lemma}[Inclusion]\label{lem:inclusion}
+  If some correct process invokes $\ABbroadcast(m)$, then there exist a round $r$ and a process $j\in\Winners_r$ such that $p_j$ invokes
+  \[
+  \RBcast(S, r, j)\quad\text{for same S with}\quad m\in S.
+  \]
+\end{lemma}
+
+\begin{proof}
+  Fix a correct process $p_i$ that invokes $\ABbroadcast(m)$ and eventually exits the loop (\ref{code:sumbited-check-loop}) at some round $r$. There are two possible cases.
+
+  \begin{itemize}
+    \item \textbf{Case 1:} $p_i$ exits the loop because $(i, r) \in P$. In this case, by \Cref{def:winner-invariant}, $p_i$ is a winner in round $r$. By program order, $p_i$ must have invoked $\RBcast(S, r, i)$ at \ref{code:submit-proposition} before invoking $\PROVE_i(r)$. By line~\ref{code:Sconstruction}, $m \in S$. Hence there exist a closed round $r$ and $p_i$ is a correct process such that $i\in\Winners_r$. Hence, $i$ invokes $\RBcast(S, r, i)$ with $m\in S$.
+    
+    \item \textbf{Case 2:} $p_i$ exits the loop because $\exists j, r': (j, r') \in P \wedge m \in \prop[r'][j]$. In this case, by \Cref{lem:winners-propose} and \Cref{lem:unique-proposal} $p_j$ must have invoked a unique $\RBcast(S, r', j)$. Which set $\prop^{(i)}[r'][j] = S$ with $m \in S$.
+  \end{itemize}
+    
+  In both cases, if some correct process invokes $\ABbroadcast(m)$, then there exist a round $r$ and a correct process $j\in\Winners_r$ such that $j$ invokes
+  \[
+    \RBcast(S, r, j)\quad\text{with}\quad m\in S.
+  \]
+\end{proof}
+
+\begin{lemma}[Broadcast Termination]\label{lem:bcast-termination}
+  A correct process which invokes $\ABbroadcast(m)$, eventually exits the function and returns.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Consider a correct process $p_i$ that invokes $\ABbroadcast(m)$. The statement is true if $\exists r_1$ such that $r_1 \geq r_{max}$ and if $(i, r_1) \in P$; or if $\exists r_2$ such that $r_2 \geq r_{max}$ and if $\exists j: (j, r_2) \in P \wedge m \in \prop[r_2][j]$ (like guarded at B8).
+
+  Consider that there exists no round $r_1$ such that $p_i$ invokes a valid $\PROVE(r_1)$. In this case $p_i$ invokes infinitely many $\RBcast(S, \_, i)$ at line~\ref{code:submit-proposition} with $m \in S$ (line~\ref{code:Sconstruction}).\\
+  The assumption that no $\PROVE(r_1)$ invoked by $p$ is valid implies by \DL \emph{Validity} that for every round $r' \geq r_{max}$, there exists at least one $\APPEND(r')$ in the DL linearization, hence by \Cref{lem:nonempty} for every possible round $r'$ there at least a winner. Because there is an infinite number of rounds, and a finite number of processes, there exists at least one process $p_k$ that invokes infinitely many valid $\PROVE(r')$ and by extension infinitely many $\ABbroadcast(\_)$. By \RB \emph{Validity}, $p_k$ eventually receives $p_i$ 's \RB messages. Let call $t_0$ the time when $p_k$ receives $p_i$ 's \RB message. \\
+  At $t_0$, $p_k$ executes Algorithm \ref{alg:rb-handler} and sets $\received \leftarrow \received \cup \{S\}$ with $m \in S$ (line~\ref{code:receivedConstruction}). 
+  For the first invocation of $\ABbroadcast(\_)$ by $p_k$ after the execution of \texttt{RReceived()}, $p_k$ must include $m$ in his proposal $S$ at line~\ref{code:Sconstruction} (because $m$ is pending in $j$'s $\received \setminus \delivered$ set). There exists a minimum round $r_2$ such that $p_k \in \Winners_{r_2}$ after $t_0$. By \Cref{lem:winners-propose}, eventually $\prop^{(i)}[r_2][k] \neq \bot$. By \Cref{lem:unique-proposal}, $\prop^{(i)}[r_2][k]$ is uniquely defined as the set $S$ proposed by $p_k$ at B6, which by \Cref{lem:inclusion} includes $m$. Hence eventually $m \in \prop^{(i)}[r_2][k]$ and $k \in \Winners_{r_2}$. 
+
+  So if $p_i$ is a winner he satisfies the condition $(i, r_1) \in P$. And we show that if the first condition is never satisfied, the second one will eventually be satisfied. Hence either the first or the second condition will eventually be satisfied, and $p_i$ eventually exits the loop and returns from $\ABbroadcast(m)$.
+\end{proof}
+
+\begin{lemma}[Validity]\label{lem:validity}
+  If a correct process $p$ invokes $\ABbroadcast(m)$, then every correct process that invokes a infinitely many times $\ABdeliver()$ eventually delivers $m$.
+\end{lemma}
+
+\begin{proof}[Proof]
+  Let $p_i$ a correct process that invokes $\ABbroadcast(m)$ and $p_q$ a correct process that infinitely invokes $\ABdeliver()$. By \Cref{lem:inclusion}, there exist a closed round $r$ and a correct process $j\in\Winners_r$ such that $p_j$ invokes
+  \[
+    \RBcast(S, r, j)\quad\text{with}\quad m\in S.
+  \]
+
+  By \Cref{lem:eventual-closure}, when $p_q$ computes $M_r$ at line~\ref{code:Mcompute}, $\prop[r][j]$ is non-$\bot$ because $j \in \Winners_r$. By \Cref{lem:unique-proposal}, $p_j$ invokes at most one $\RBcast(S, r, j)$, so $\prop[r][j]$ is uniquely defined. Hence, when $p_q$ computes
+  \[
+    M_r = \bigcup_{k\in\Winners_r} \prop[r][k],
+  \]
+  we have $m \in \prop[r][j] = S$, so $m \in M_r$. By \Cref{lem:convergence}, $M_r$ is invariant so each computation of $M_r$ by a correct process includes $m$. At each invocation of $m' = \ABdeliver()$, $m'$ is added to $\delivered$ until $M_r \subseteq \delivered$. Once this happens we're assured that there exists an invocation of $\ABdeliver()$ which return $m$. Hence $m$ is well delivered.
+\end{proof}
+
+\begin{lemma}[No duplication]\label{lem:no-duplication}
+  No correct process delivers the same message more than once.
+\end{lemma}
+
+\begin{proof}
+  Let consider two invokations of $\ABdeliver()$ made by the same correct process which returns $m$. Let call these two invocations respectively $\ABdeliver^{(A)}()$ and $\ABdeliver^{(B)}()$.
+
+  When $\ABdeliver^{(A)}()$ occurs, by program order and because it reached line C18 to return $m$, the process must have add $m$ to $\delivered$. Hence when $\ABdeliver^{(B)}()$ reached line~\ref{code:next-msg-extraction} to extract the next message to deliver, it can't be $m$ because $m \not\in (M_r \setminus \{..., m, ...\})$. So a $\ABdeliver^{(B)}()$ which delivers $m$ can't occur.
+\end{proof}
+
+\begin{lemma}[Total order]\label{lem:total-order}
+  For any two messages $m_1$ and $m_2$ delivered by correct processes, if a correct process $p_i$ delivers $m_1$ before $m_2$, then any correct process $p_j$ that delivers both $m_1$ and $m_2$ delivers $m_1$ before $m_2$.  
+\end{lemma}
+
+\begin{proof}
+  Consider a correct process that delivers both $m_1$ and $m_2$. By \Cref{lem:validity}, there exists a closed rounds $r'_1$ and $r'_2$ and correct processes $k_1 \in \Winners_{r'_1}$ and $k_2 \in \Winners_{r'_2}$ such that
+  \[
+    \RBcast(S_1, r'_1, k_1)\quad\text{with}\quad m_1\in S_1,
+  \]
+  \[
+    \RBcast(S_2, r'_2, k_2)\quad\text{with}\quad m_2\in S_2.
+  \]
+
+  Let consider three cases :
+  \begin{itemize}
+    \item \textbf{Case 1:} $r_1 < r_2$. By program order, any correct process must have waited to append in $\delivered$ every messages in $M_{r_1}$ (which contains $m_1$) to increment $\current$ and eventually set $\current = r_2$ to compute $M_{r_2}$ and then invoke the $ m_2 = \ABdeliver()$. Hence, for any correct process that delivers both $m_1$ and $m_2$, it delivers $m_1$ before $m_2$.
+    
+    \item \textbf{Case 2:} $r_1 = r_2$. By \Cref{lem:convergence}, any correct process that computes $M_{r_1}$ at line~\ref{code:Mcompute} computes the same set of messages $\Messages_{r_1}$. By line~\ref{code:next-msg-extraction} the messages are pull in a deterministic order defined by $\ordered(\_)$. Hence, for any correct process that delivers both $m_1$ and $m_2$, it delivers $m_1$ and $m_2$ in the deterministic order defined by $\ordered(\_)$.
+  \end{itemize}
+
+  In all possible cases, any correct process that delivers both $m_1$ and $m_2$ delivers $m_1$ and $m_2$ in the same order.
+\end{proof}
+
+\begin{lemma}[Fifo Order]\label{lem:fifo-order}
+  For any two distints messages $m_1$ and $m_2$ broadcast by the same correct process $p_i$, if $p_i$ invokes $\ABbroadcast(m_1)$ before $\ABbroadcast(m_2)$, then any correct process $p_j$ that delivers both $m_1$ and $m_2$ delivers $m_1$ before $m_2$.
+\end{lemma}
+
+\begin{proof}
+  Let take $m_1$ and $m_2$ broadcast by the same correct process $p_i$, with $p_i$ invoking $\ABbroadcast(m_1)$ before $\ABbroadcast(m_2)$. By \Cref{lem:validity}, there exist closed rounds $r_1$ and $r_2$ such that $r_1 \leq r_2$ and correct processes $k_1 \in \Winners_{r_1}$ and $k_2 \in \Winners_{r_2}$ such that
+  \[
+    \RBcast(S_1, r_1, k_1)\quad\text{with}\quad m_1\in S_1,
+  \]
+  \[
+    \RBcast(S_2, r_2, k_2)\quad\text{with}\quad m_2\in S_2.
+  \]
+
+  By program order, $p_i$ must have invoked $\RBcast(S_1, r_1, i)$ before $\RBcast(S_2, r_2, i)$. By \Cref{lem:unique-proposal}, any process invokes at most one $\RBcast(S, r, i)$ per round, hence $r_1 < r_2$. By \Cref{lem:total-order}, any correct process that delivers both $m_1$ and $m_2$ delivers them in a deterministic order.
+  
+  In all possible cases, any correct process that delivers both $m_1$ and $m_2$ delivers $m_1$ before $m_2$.
+\end{proof}
+
+\begin{theorem}[FIFO-\ARB]
+Under the assumed $\DL$ synchrony and $\RB$ reliability, the algorithm implements FIFO Atomic Reliable Broadcast.
+\end{theorem}
+
+\begin{proof}
+  We show that the algorithm satisfies the properties of FIFO Atomic Reliable Broadcast under the assumed $\DL$ synchrony and $\RB$ reliability.
+
+  First, by \Cref{lem:bcast-termination}, if a correct process invokes $\ABbroadcast(m)$, then it eventually returns from this invocation.
+  Moreover, \Cref{lem:validity} states that if a correct process invokes $\ABbroadcast(m)$, then every correct process that invokes $\ABdeliver()$ infinitely often eventually delivers $m$.
+  This gives the usual Validity property of $\ARB$.
+
+  Concerning Integrity and No-duplicates, the construction only ever delivers messages that have been obtained from the underlying $\RB$ primitive.
+  By the Integrity property of $\RB$, every such message was previously $\RBcast$ by some process, so no spurious messages are delivered.
+  In addition, \Cref{lem:no-duplication} states that no correct process delivers the same message more than once.
+  Together, these arguments yield the Integrity and No-duplicates properties required by $\ARB$.
+
+  For the ordering guarantees, \Cref{lem:total-order} shows that for any two messages $m_1$ and $m_2$ delivered by correct processes, every correct process that delivers both $m_1$ and $m_2$ delivers them in the same order.
+  Hence all correct processes share a common total order on delivered messages.
+  Furthermore, \Cref{lem:fifo-order} states that for any two messages $m_1$ and $m_2$ broadcast by the same correct process, any correct process that delivers both messages delivers $m_1$ before $m_2$ whenever $m_1$ was broadcast before $m_2$.
+  Thus the global total order extends the per-sender FIFO order of $\ABbroadcast$.
+
+  All the above lemmas are proved under the assumptions that $\DL$ satisfies the required synchrony properties and that the underlying primitive is a Reliable Broadcast ($\RB$) with Integrity, No-duplicates and Validity.
+  Therefore, under these assumptions, the algorithm satisfies Validity, Integrity/No-duplicates, total order and per-sender FIFO order, and hence implements FIFO Atomic Reliable Broadcast, as claimed.
+\end{proof}
+
+\subsection{Reciprocity}
+% ------------------------------------------------------------------------------
+
+So far, we assumed the existence of a synchronous DenyList ($\DL$) object and showed how to upgrade a Reliable Broadcast ($\RB$) primitive into FIFO Atomic Reliable Broadcast ($\ARB$). We now briefly argue that, conversely, an $\ARB$ primitive is strong enough to implement a synchronous $\DL$ object.
+
+\xspace
+
+\paragraph{DenyList as a deterministic state machine.}
+Without anonymity, the \DL specification defines a
+deterministic abstract object: given a sequence $\Seq$ of operations
+$\APPEND(x)$, $\PROVE(x)$, and $\READ()$, the resulting sequence of return
+values and the evolution of the abstract state (set of appended elements,
+history of operations) are uniquely determined.
+
+\paragraph{State machine replication over \ARB.}
+Assume a system that exports a FIFO-\ARB primitive with the guarantees that if a correct process invokes $\ABbroadcast(m)$, then every correct process eventually $\ABdeliver(m)$ and the invocation eventually returns.
+Following the classical \emph{state machine replication} approach
+such as described in Schneider~\cite{Schneider90}, we can implement a fault-tolerant service by ensuring the following properties:
+\begin{quote}
+  \textbf{Agreement.} Every nonfaulty state machine replica receives every request. \\
+  \textbf{Order.} Every nonfaulty state machine replica processes the requests it receives in
+  the same relative order.
+\end{quote}
+
+Which are cover by our FIFO-\ARB specification.
+
+\paragraph{Correctness.}
+
+
+\begin{theorem}[From \ARB to synchronous \DL]\label{thm:arb-to-dl}
+  In an asynchronous message-passing system with crash failures, assume a FIFO Atomic Reliable Broadcast primitive with Integrity, No-duplicates,Validity, and the liveness of $\ABbroadcast$. Then there exists an implementation of a DenyList object that satisfies Termination, Validity, and Anti-flickering properties.
+\end{theorem}
+
+\begin{proof}
+  Because the \DL object is deterministic, all correct processes see the same sequence of operations and compute the same sequence of states and return values. We obtain:
+
+  \begin{itemize}[leftmargin=*]
+    \item \textbf{Termination.} The liveness of \ARB ensures that each $\ABbroadcast$ invocation by a correct process eventually returns, and the corresponding operation is eventually delivered and applied at all correct processes. Thus every $\APPEND$, $\PROVE$, and $\READ$ operation invoked by a correct process eventually returns.
+    \item \textbf{APPEND/PROVE/READ Validity.} The local code that forms \ABbroadcast requests can achieve the same preconditions as in the abstract \DL specification (e.g., $p\in\Pi_M$, $x\in S$ for $\APPEND(x)$). Once an operation is delivered, its effect and return value are exactly those of the sequential \DL specification applied in the common order.
+    \item \textbf{PROVE Anti-Flickering.} In the sequential \DL specification, once an element $x$ has been appended, all subsequent $\PROVE(x)$ are invalid forever. Since all replicas apply operations in the same order, this property holds in every execution of the replicated implementation: after the first linearization point of $\APPEND(x)$, no later $\PROVE(x)$ can return ``valid'' at any correct process.
+  \end{itemize}
+
+  Formally, we can describe the \DL object with the state machine approach for
+  crash-fault, asynchronous message-passing systems with a total order broadcast
+  layer~\cite{Schneider90}.
+\end{proof}
+
+\subsubsection{Example executions}
+
+\begin{figure}
+  \centering
+  \resizebox{0.4\textwidth}{!}{
+    \input{diagrams/nonBFT_behaviour.tex}
+  }
+  \caption{Example execution of the ARB algorithm in a non-BFT setting}
+\end{figure}
+
+
+\begin{figure}
+  \centering
+  \resizebox{0.4\textwidth}{!}{
+    \input{diagrams/BFT_behaviour.tex}
+  }
+  \caption{Example execution of the ARB algorithm with a byzantine process}
+\end{figure}

Recherche/BFT-ARBover/5_BFT_ARB/index.tex

@@ -0,0 +1,428 @@
+
+\subsection{Model extension}
+We consider a static set $\Pi$ of $n$ processes with known identities, communicating by reliable point-to-point channels, in a complete graph. Messages are uniquely identifiable. At most $f$ processes may be Byzantine, and we assume $n > 3f$.
+
+\paragraph{Synchrony.} The network is asynchronous.
+
+\paragraph{Communication.} Processes can exchange through a Reliable Broadcast ($\RB$) primitive (defined below) which is invoked with the functions $\RBcast(m)$ and $m = \RBreceived()$. There exists a shared object called DenyList ($\DL$) (defined below) that is interfaced with a set $O$ of operations. There exist three types of these operations: $\APPEND(x)$, $\PROVE(x)$ and $\READ()$.
+
+\paragraph{Byzantine behaviour}
+A process is said to exhibit Byzantine behaviour if it deviates arbitrarily from the prescribed algorithm. Such deviations may, for instance, consist in invoking primitives ($\RBcast$, $\APPEND$, $\PROVE$, etc.) with invalid inputs or inputs crafted maliciously, colluding with other Byzantine processes in an attempt to manipulate the system state or violate its guarantees, deliberately delaying or accelerating the delivery of messages to selected nodes so as to disrupt the expected timing of operations, or withholding messages and responses in order to induce inconsistencies in the system state.
+
+Byzantine processes are constrained by the following. They cannot forge valid cryptographic signatures or threshold shares without access to the corresponding private keys. They cannot violate the termination, validity, or anti-flickering properties of the $\DL$ object. They also cannot break the integrity, no-duplicates, or validity properties of the $\RB$ primitive.
+
+
+\paragraph{Notation.} For any indice $k$ we defined by $\DL[k]$ as the $k$-th DenyList object. For a given $\DL[k]$ and any indice $x$ we defined by $\Pi_x^k$ a subset of $\Pi$. Still for a given $k$ we consider $\Pi_M^k \subseteq \Pi$ and $\Pi_V^k \subseteq \Pi$ two authorization subsets for $\DL[k]$. Indice $i \in \Pi$ refer to processes, and $p_i$ denotes the process with identifier $i$. Let $\mathcal{M}$ denote the universe of uniquely identifiable messages, with $m \in \mathcal{M}$. Let $\mathcal{R} \subseteq \mathbb{N}$ be the set of round identifiers; we write $r \in \mathcal{R}$ for a round. We use the precedence relation $\prec_k$ for the $\DL[k]$ linearization: $x \prec_k y$ means that operation $x$ appears strictly before $y$ in the linearized history of $\DL[k]$. For any finite set $A \subseteq \mathcal{M}$, \ordered$(A)$ returns a deterministic total order over $A$ (e.g., lexicographic order on $(\textit{senderId},\textit{messageId})$ or on message hashes).
+For any operation $F \in O$,$F_i(...)$ denotes that the operation $F$ is invoked by process $p_i$, and by $F_i^k(...)$ the same operation invoked on the $\DL[k]$ object.
+
+% ------------------------------------------------------------------------------
+\subsection{Primitives}
+
+\subsubsection{t-BFT-DL}
+
+We consider a t-Byzantine Fault Tolerant DenyList (t-$\BFTDL$) with the following properties.
+There are 3 operations : $\BFTPROVE(x), \BFTAPPEND(x), \BFTREAD()$ such that :
+
+\paragraph{Termination.} Every operation $\BFTAPPEND(x)$, $\BFTPROVE(x)$, and $\BFTREAD()$ invoked by a correct process always returns.
+
+\paragraph{PROVE Validity.} The invocation of $op = \BFTPROVE(x)$ by a correct process is valid iff there exist a set of correct process $C$ such that $\forall c \in C$, $c$ invoke $op_2 = \BFTAPPEND(x)$ with $op_2 \prec op_1$ and $|C| \leq t$
+
+\paragraph{PROVE Anti-Flickering.} If the invocation of a operation $op = \BFTPROVE(x)$ by a correct process $p \in \Pi_V$ is invalid, then any $\BFTPROVE(x)$ operation that appears after $op$ in $\Seq$ is invalid.
+
+\paragraph{READ Liveness.} Let $op = \BFTREAD()$ invoke by a correct process such that $R$ is the result of $op$. For all $(i, \PROVEtrace(x)) \in R$ there exist a valid invocation of $\BFTPROVE(x)$ by $p_i$.
+
+\paragraph{READ Anti-Flickering.} Let $op_1, op_2$ two $\BFTREAD()$ operations that returns respectively $R_1, R_2$. Iff $op_1 \prec op_2$ then $R_2 \subseteq R_1$. Otherwise $R_1 \subseteq R_2$.
+
+\paragraph{READ Safety.} Let $op_1, op_2$ respectively a valid $\BFTPROVE(x)$ operation submited by the process $p_i$ and a $\BFTREAD()$ operation submited by any correct process such that $op_1 \prec op_2$. Let $R$ the result of $op_2$ then $R \ni (i, x)$
+
+\subsection{DL $\Rightarrow$ t-BFT-DL}
+
+
+Fix $3t < |M|$. Let
+\[
+\mathcal{U} = \{\, U \subseteq M \mid |U| = |M| - t \,\}.
+\]
+For each $U \in \mathcal{U}$, we instantiate one DenyList object $DL_U$ whose authorization sets are
+\[
+\Pi_M(DL_T) = S_T = U
+\qquad\text{and}\qquad
+\Pi_V(DL_T) = V.
+\]
+
+\[
+|\mathcal{U}| = \binom{|M|}{|M| - t}.
+\]
+
+\begin{algorithm}
+    \caption{t-BFT-DL implementation using multiple DL objects}
+
+    \Fn{$\BFTAPPEND(x)$}{
+        \For{\textbf{each } $U \in \mathcal{U}$ st $i \in U$}{
+            $DL_U.\APPEND(x)$\;
+        }
+    }
+
+    \vspace{1em}
+
+    \Fn{$\BFTPROVE(x)$}{
+        $state \gets false$\;
+        \For{\textbf{each } $U \in \mathcal{U}$}{
+            $state \gets state \textbf{ OR } DL_U.\PROVE(x)$\;\nllabel{code:prove-or}
+        }
+        \Return{$state$}\;
+    }
+
+    \vspace{1em}
+
+    \Fn{$\BFTREAD()$}{
+        $results \gets \emptyset$\;
+        \For{\textbf{each } $U \in \mathcal{U}$}{
+            $results \gets results \cup DL_U.\READ()$\;
+        }
+        \Return{$results$}\;
+    }
+\end{algorithm}
+
+\begin{lemma}[BFT-PROVE Validity]\label{lem:bft-prove-validity}
+    The invocation of $op = \BFTPROVE(x)$ by a correct process is invalid iff there exist at least $t+1$ distinct processes in $M$ that invoked a valid $\BFTAPPEND(x)$ before $op$ in $\Seq$.
+\end{lemma}
+
+\begin{proof}
+    Let $op=\BFTPROVE(x)$ be an invocation by a correct process $p_i$. Let $A\subseteq M$ be the set of distinct issuers that invoked $\BFTAPPEND(x)$ before $op$ in $\Seq$.
+
+    \begin{itemize}
+        \item \textbf{Case (i): $|A|\ge t+1$.}
+        Fix any $U\in\mathcal{U}$. $A\cap U\neq\emptyset$. Pick $j\in A\cap U$. Since $j\in U$, the call $\BFTAPPEND_j(x)$ triggers $DL_U.\APPEND(x)$, and because $\BFTAPPEND_j(x)\prec op$ in $\Seq$, this induces a valid $DL_U.\APPEND(x)$ that appears before the induced $DL_U.\PROVE(x)$ by $p_i$. By \textbf{PROVE Validity} of $\DL$, the induced $DL_U.\PROVE(x)$ is invalid. As this holds for every $U\in\mathcal{U}$, there is \emph{no} component $DL_U$ where $\PROVE(x)$ is valid, so the field $state$ at line~\ref{code:prove-or} is never becoming true, and $op$ return false.
+
+        \item \textbf{Case (ii): $|A|\le t$.}
+        There exists $U^\star\in\mathcal{U}$ such that $A\cap U^\star=\emptyset$. For any $j\in A$, we have $j\notin U^\star$, so $\BFTAPPEND_j(x)$ does \emph{not} call $DL_{U^\star}.\APPEND(x)$. Hence no valid $DL_{U^\star}.\APPEND(x)$ appears before the induced $DL_{U^\star}.\PROVE(x)$. Since also $i\in \Pi_V(DL_{U^\star})$, by \textbf{PROVE Validity} of $\DL$ the induced $DL_{U^\star}.\PROVE(x)$ is valid. Therefore, there exists a component with a valid $\PROVE(x)$, so $op$ is valid.
+    \end{itemize}
+
+    \smallskip
+    Combining the cases yields the claimed characterization of invalidity.
+\end{proof}
+
+\begin{lemma}[BFT-PROVE Anti-Flickering]
+    If the invocation of a operation $op = \BFTPROVE(x)$ by a correct process $p \in \Pi_V$ is invalid, then any $\BFTPROVE(x)$ operation that appears after $op$ in $\Seq$ is invalid.
+\end{lemma}
+
+\begin{proof}
+    Let $op=\BFTPROVE(x)$ be an invocation by a correct process $p_i$ that is \emph{invalid} in $\Seq$.
+    By BFT-PROVE Validity, this implies that there exist at least $t+1$ \emph{distinct} processes in $M$ that invoked a \emph{valid} $\BFTAPPEND(x)$ before $op$ in $\Seq$. Let $A\subseteq M$ denote that set, with $|A|\ge t+1$.
+
+    Fix any $U\in\mathcal{U}$. We have $A\cap U\neq\emptyset$. Pick $j\in A\cap U$. Since $j\in U$, the call $\BFTAPPEND_j(x)$ triggers a call $DL_U.\APPEND(x)$. Moreover, because $\BFTAPPEND_j(x)\prec op$ in $\Seq$, the induced $DL_U.\APPEND(x)$ appears before the induced $DL_U.\PROVE(x)$ of $op$ in the projection $\Seq_U$.
+
+    Hence, in $\Seq_U$, there exists a \emph{valid} $DL_U.\APPEND(x)$ that appears before the $DL_U.\PROVE(x)$ induced by $op$. By \textbf{PROVE Validity} the base $\DL$ object, the induced $DL_U.\PROVE(x)$ is therefore \emph{invalid} in $\Seq_U$.
+
+    Let $op'=\BFTPROVE(x)$ be any invocation such that $op\prec op'$ in $\Seq$. Fix again any $U\in\mathcal{U}$. Hence, the $DL_U.\PROVE(x)$ induced by $op'$ appears after the $DL_U.\PROVE(x)$ induced by $op$ in $\Seq_U$. Since the induced $DL_U.\PROVE(x)$ of $op$ is invalid, by \textbf{PROVE Anti-Flickering} of $\DL$, \emph{every} subsequent $DL_U.\PROVE(x)$ in $\Seq_U$ is invalid.
+
+    As this holds for every $U\in\mathcal{U}$, there is no component $DL_U$ in which the induced $\PROVE(x)$ of $op'$ is valid.
+\end{proof}
+
+\begin{lemma}[BFT-READ Liveness]
+    Let $op = \BFTREAD()$ invoke by a correct process such that $R$ is the result of $op$. For all $(i, x) \in R$ there exist a valid invocation of $\BFTPROVE(x)$ by $p_i$.
+\end{lemma}
+
+\begin{proof}
+    Let $R$ the result of a $READ()$ operation submit by any correct process. $(i, \PROVEtrace(x)) \in R$ implie that $\exists U^\star \in \mathcal{U}$ such that $(i, x) \in R^{U^\star}$ with $R^{U^\star}$ the result of $DL_{U^\star}.\READ()$. By \textbf{READ Validity} $(i, x) \in R^{U^\star}$ implie that there exist a valid  $DL_{U^\star}.\PROVE_i(x)$. The for loop in the $\BFTPROVE(x)$ implementation return true iff there at least one valid $DL_{U}.\PROVE_i(x)$ for any $U \in \mathcal{U}$.
+
+    Hence because there exist a $U^\star$ such that $DL_{U^\star}.\PROVE_i(x)$, there exist a valid $\BFTPROVE_i(x)$.
+
+     $(i, x) \in R \implies \exists \BFTPROVE_i(x)$
+\end{proof}
+
+\begin{lemma}[BFT-READ Anti-Flickering]
+    Let $op_1, op_2$ two $\BFTREAD()$ operations that returns respectively $R_1, R_2$. Iff $op_1 \prec op_2$ then $R_2 \subseteq R_1$. Otherwise $R_1 \subseteq R_2$.
+\end{lemma}
+
+\begin{proof}
+    Let $R_1, R_2$ respectively the output of two $\BFTREAD()$ operations $op_1, op_2$ such that $op_1 \prec op_2$.
+    By the implementation of $\BFTREAD$, $R_k = \bigcup_{U \in \mathcal{U}} R_k^U$ where $R_k^U$ is the result of $DL_U.\READ()$ during $op_k$.
+
+    Because $op_1 \prec op_2$ for any $U \in \mathcal{U}$, the $DL_U.\READ()$ induced by $op_1$ happen before the $DL_U.\READ()$ induced by $op_2$. Hence we have for all $U, R_2^U \subseteq R_1^U$.
+    Therefore
+    \[
+    \bigcup_U R_2^U \subseteq \bigcup_U R_1^U \implies
+    R_2 \subseteq R_1
+    \]
+\end{proof}
+
+\begin{lemma}[BFT-READ Safety]\label{lem:bft-read-safety}
+    Let $op_1, op_2$ respectively a valid $\BFTPROVE(x)$ operation submited by the process $p_i$ and a $\BFTREAD()$ operation submited by any correct process such that $op_1 \prec op_2$. Let $R$ the result of $op_2$ then $R \ni (i, x)$
+\end{lemma}
+
+\begin{proof}
+    Let $op_1 = \BFTPROVE_i(x)$ be a valid operation by a correct process $p_i$ and $op_2 = \BFTREAD()$ be any $\BFTREAD()$ operation such that $op_1 \prec op_2$ in $\Seq$.
+    By BFT-PROVE Validity, there exist at most $t$ distinct processes in $M$ that invoked a valid $\BFTAPPEND(x)$ before $op_1$ in $\Seq$. Let $A\subseteq M$ denote that set, with $|A|\le t$.
+
+    There exists $U^\star\in\mathcal{U}$ such that $A\cap U^\star=\emptyset$. For any $j\in A$, we have $j\notin U^\star$, so $\BFTAPPEND^{(j)}(x)$ does \emph{not} call $DL_{U^\star}.\APPEND(x)$. Hence no valid $DL_{U^\star}.\APPEND(x)$ appears before the induced $DL_{U^\star}.\PROVE(x)$ of $op_1$. Since also $i\in \Pi_V(DL_{U^\star})$, by \textbf{PROVE Validity} of $\DL$ the induced $DL_{U^\star}.\PROVE_i(x)$ is valid.
+
+    Now, because $op_1 \prec op_2$ in $\Seq$, the induced $DL_{U^\star}.\PROVE_i(x)$ appears before the induced $DL_{U^\star}.\READ()$ of $op_2$ in $\Seq_{U^\star}$. By \textbf{READ Safety} of $\DL$, the result $R^{U^\star}$ of the induced $DL_{U^\star}.\READ()$ contains $(i, x)$.
+
+    Finally, by the implementation of $\BFTREAD()$, we have $R = \bigcup_{U \in \mathcal{U}} R^U$, so $(i, x) \in R$.
+\end{proof}
+
+\begin{theorem}
+    For any fixed value $t$ such that $3t < |M|$, multiple DenyList Object can be used to implement a t-Byzantine Fault Tolerant DenyList Object.
+\end{theorem}
+
+\begin{proof}
+    Follows directly from the previous lemmas.
+\end{proof}
+
+\subsection{Algorithm}
+
+\subsubsection{Variables}
+Each process $p_i$ maintains the following local variables:
+\LinesNotNumbered
+\begin{algorithm}
+    $\texttt{last\_commited} \gets 0$\;
+    $\texttt{last\_delivered} \gets 0$\;
+    $\received \gets \emptyset$\;
+    $\delivered \gets \emptyset$\;
+    $\prop[r][j] \gets \bot, \forall r, j$\;
+    $W[r] \gets \bot, \forall r$; this is the set of the winners for the round $r$\\
+    $B[r] \gets \bot, \forall r$; this is the set of processes who have bahaved maliciously for round $r$\\
+    $\resolved[r] \gets \bot, \forall r$\;
+    $Y$ a $\BFTDL$ such that the value space is $\mathcal{R} \times \Pi$\;
+    $V$ a $\BFTDL$ such that the value space is $(\mathcal{R} \times \mathcal{M} \times \Pi)$\;
+\end{algorithm}
+
+\LinesNumbered
+\begin{algorithm}[H]
+    \caption{$\ABbroadcast(m)$ at process $p_i$}\label{alg:broadcast-bft}
+    \SetAlgoLined
+    \Fn{ABroadcast($m$)}{
+        $\received \gets \received \cup \{m\}$\;
+        Propose()\;
+    }
+\end{algorithm}
+
+
+\begin{algorithm}[H]
+    \caption{Propose($\bot$) at process $p_i$}\label{alg:propose-bft}
+    \SetAlgoLined
+    % \Statex \textbf{Proposer Job}
+    \Fn{Propose($\bot$)}{
+        $r \gets \texttt{last\_commited}$\;
+        \While{$S \neq \emptyset$ with $S \gets \received \setminus (\delivered \cup (\bigcup_{r' < r} \bigcup_{\substack{(j,S')\in W[r']\\ j\notin B[r']\\ S' \in \prop[r'][j]}} S'))$}{
+            % \Comment{PROP PHASE}\;
+            \tcc*[f]{PROP PHASE}\\
+            $V.\BFTPROVE((r, S, i))$\;
+            $\RBcast(i, \texttt{PROP}, S, r)$\;
+            \textbf{wait} until $|\{j: \exists S, |\{k: (k,(r, S, j)) \in V.\BFTREAD()\}| \geq t+1\}| \geq n - t$\;
+            % \Comment{COMMIT PHASE}
+            \tcc*[f]{COMMIT PHASE}\\
+            \For{\textbf{each} $j \in \Pi$}{
+                % $Y[j].\BFTAPPEND(r)$\;
+                $V.\BFTAPPEND((r, S, j))$\;
+                $Y.\BFTAPPEND((r, j))$\;
+            }
+            $\RBcast(i, \texttt{COMMIT}, r)$\;
+            \textbf{wait} until $|\resolved[r]| \geq n - t$\;
+            % \Comment*{X PHASE}
+            % \tcc*[f]{X PHASE}\\
+            \BlankLine
+            $W[r] \gets \{(j, S): |\{k: (k, (r, S, j)) \in V.\BFTREAD()\}| \geq t+1\}$\;
+            $B[r] \gets \{j: |\{k: (k, (r, j)) \in Y.\BFTREAD()\}| \geq t+1\}$\;
+            $r \gets r + 1$\;
+        }
+        $\texttt{last\_commited} \gets r$\;
+    }
+\end{algorithm}
+
+\begin{algorithm}[H]
+    \caption{$\ABdeliver()$ at process $p_i$}\label{alg:deliver-bft}
+    \SetAlgoLined
+    \Fn{ADeliver($\bot$)}{
+        $r \gets \texttt{last\_delivered}$\;
+        \If{$|\resolved[r]| < n - t$}{
+            \Return{$\bot$}
+        }
+        $W \gets \{(j, S): |\{k: (k, (r, S, j)) \in V.\BFTREAD()\}| \geq t+1\}$\;
+        $B \gets \{j: |\{k: (k, (r, j)) \in Y.\BFTREAD()\}| \geq t+1\}$\;
+
+        \If{$\exists (j, S) \in W, j \notin B, S \notin \prop[r][j]$}{
+            \Return{$\bot$}
+        }
+        \BlankLine
+        $M \gets \bigcup_{\substack{(j,S)\in W\\ j\notin B\\ S \in prop[r][j]}} S$\;\nllabel{code:Mcompute}
+        $m \gets \ordered(M \setminus \delivered)[0]$\;
+        % \Comment*{Set $m$ as the smaller message not already delivered}
+        $\delivered \leftarrow \delivered \cup \{m\}$\;
+        \If{$M \setminus \delivered = \emptyset$}{
+            $\texttt{last\_delivered} \gets \texttt{last\_delivered} + 1$\;
+        }
+        % \Comment*{Check if all messages from round $r$ have been delivered}
+        \Return{$m$}
+    }
+\end{algorithm}
+
+\begin{algorithm}[H]
+    \caption{RB handler at process $p_i$}\label{alg:rb-handler-bft}
+    \SetAlgoLined
+    \Upon{$Rdeliver(j, \texttt{PROP}, S, r)$}{
+        $\received \gets \received \cup \{S\}$\;
+        \uIf{$\prop[r][j] = \bot \vee (\{S' : (j, (r, S', j)) \in V.\BFTREAD()\} = \{S\})$}{
+            $V.\BFTPROVE((r, S, j))$\;
+        }
+        \Else{
+            $Y.\BFTPROVE((r, j))$\;
+        }
+        $\prop[r][j] \gets \prop[r][j] \cup S$\;
+        Propose()\;
+    }
+
+    \vspace{1em}
+
+    \Upon{$Rdeliver(j, \texttt{COMMIT}, r)$}{
+        $\resolved[r] \gets \resolved[r] \cup \{j\}$\;
+    }
+\end{algorithm}
+
+\textbf{Everything below has to be updated}
+
+\begin{definition}[BFT Closed round for $k$]
+    Given $Seq^{k}$ the linearization of the $\BFTDL$ $Y[k]$, a round $r \in \mathcal{R}$ is \emph{closed} in $\Seq$ iff there exist at least $n - f$ distinct processes $j \in \Pi$ such that $\BFTAPPEND_j(r)$ appears in $\Seq^k$. Let call $\BFTAPPEND(r)^\star$ the $(n-f)^{th}$ $\BFTAPPEND(r)$.
+\end{definition}
+
+\begin{definition}[BFT Closed round]\label{def:bft-closed-round}
+    A round $r \in \mathcal{R}$ is \emph{closed} iff for all $\DL[k]$, $r$ is closed in $\Seq^k$.
+\end{definition}
+
+\subsection{Proof of correctness}
+
+\begin{remark}[BFT Stable round closure]\label{rem:bft-stable-round-closure}
+    If a round $r$ is closed, no more $\BFTPROVE(r)$ can be valid and thus linearized. In other words, once $\BFTAPPEND(r)^\star$ is linearized, no more process can make a proof on round $r$, and the set of valid proofs for round $r$ is fixed. Therefore $\Winners_r$ is fixed.
+\end{remark}
+
+\begin{proof}
+    By definition $r$ closed means that for all process $p_i$, there exist at least $n - f$ distinct processes $j \in \Pi$ such that $\BFTAPPEND_j(r)$ appears in $\Seq^k$. By BFT-PROVE Validity, any subsequent $\BFTPROVE(r)$ is invalid because at least $n - f$ processes already invoked a valid $\BFTAPPEND(r)$ before it. Thus no new valid $\BFTPROVE(r)$ can be linearized after $\BFTAPPEND(r)^\star$. Hence the set of valid proofs for round $r$ is fixed, and so is $\Winners_r$.
+\end{proof}
+
+\begin{lemma}[BFT Across rounds]\label{lem:bft-across-rounds}
+    For any $r, r'$ such that $r < r'$, if $r'$ is closed, $r$ is also closed.
+\end{lemma}
+
+\begin{proof}
+    Let $r \in \mathcal{R}$. By \cref{def:bft-closed-round}, if $r + 1$ is closed, then for all $\DL[k]$, $r + 1$ is closed in $\Seq^k$. By the implementation, a process can only invoke $\BFTAPPEND(r + 1)$ after observing at least $n - f$ valid $\BFTPROVE(r)$, which means that for all $\DL[k]$, $r$ is closed in $\Seq^k$. Hence by \cref{def:bft-closed-round}, $r$ is closed.
+
+    Because $r$ is monotonically increasing, we can reccursively apply the same argument to conclude that for any $r, r'$ such that $r < r'$, if $r'$ is closed, $r$ is also closed.
+\end{proof}
+
+\begin{lemma}[BFT Progress]\label{lem:bft_progress}
+    For any correct process $p_i$ such that
+    \[
+    \received \setminus (\delivered \cup (\cup_{r' < r} \cup_{j \in W[r'] \prop[r'][j]})) \neq \emptyset
+    \]
+    with $r$ the highest closed round in the $\DL$ linearization. Eventually $r+1$ will be closed.
+\end{lemma}
+
+\begin{lemma}[BFT Winners invariant]\label{lem:bft-winners-invariant}
+    For any closed round $r$, define
+    \[
+    \Winners_r = \{j: \BFTPROVE_j(r) \prec \BFTAPPEND^\star(r)\}
+    \]
+    called the unique set of winners of round $r$.
+\end{lemma}
+
+\begin{lemma}[BFT n-f lower-bounded Winners]
+    Let $r$ a closed round, $|W[r]| \geq n-f$.
+\end{lemma}
+
+\begin{remark}\label{rem:correct-in-winners}
+    Because we assume $n \geq 2f+ 1$, if $|W[r]| \geq n-f$ at least 1 correct have to be in $W[r]$ to progress.
+\end{remark}
+
+\begin{lemma}[BFT Winners must purpose]\label{lem:bft-winners-purpose}
+    Let $r$ a closed round, for all process $p_j$ such that $j \in W[r]$, $p_j$ must have executed $\RBcast(j, PROP, \_, r)$ and hence any correct will eventually set $\prop[r][j]$ to a non-$\bot$ value.
+\end{lemma}
+
+\begin{lemma}[BFT Messages Incariant]\label{lem:bft-messages-invariant}
+    For any closed round $r$ and any correct process $p_i$ such that $\forall j \in \Winners_r$: $\prop^{(i)}[r][j] \neq \bot$ define
+    \[
+        \Messages_r = \cup_{j \in \Winners_r} prop^{(i)}[r][j]
+    \]
+    as the set of messages proposed by the winners of round $r$
+\end{lemma}
+
+\begin{lemma}[BFT EVentual proposal closure]\label{lem:bft-eventual-proposal-closure}
+    If a correct process $p_i$ define $M$ at line~\ref{code:Mcompute}, then for every $j \in \Winners_r$, $\prop^{(i)}[r][j] \neq \bot$.
+\end{lemma}
+
+\begin{lemma}[BFT Unique proposal per sender per round]\label{lem:bft-unique-proposal}
+    For any round $r$ and any process $p_i$, if $p_i$ invokes two $\RBcast$ call for the same round, such that $\RBcast(i, PROP, S, r) \prec \RBcast(i, PROP, S', r)$. Then for any correct process $p_j$, $\prop^{(j)}[r][i] \in \{\bot, S\}$
+\end{lemma}
+
+
+
+
+
+
+
+% \begin{lemma}[BFT $W_r$ as grow only set]\label{lem:bft-wr-grow-only}
+%     For any correct process $p_i$. If $p_i$ computes $W_r$ at two different times $t_1$ and $t_2$ with $t_1 < t_2$, then $W_r^{t_1} \subseteq W_r^{t_2}$.
+% \end{lemma}
+
+% \begin{proof}
+%     By the implementation, $W_r$ is computed exclusively from the results of $\{j: (j, \PROVEtrace(r)) \in \bigcup_{k \in \Pi} Y[k].\BFTREAD()\}$.
+
+%     We know by BFT-READ Anti-Flickering that for any two $\BFTREAD()$ operations $op_1, op_2$ such that $op_1 \prec op_2$, the result of $op_2$ is included in the result of $op_1$. Therefore, if $p_i$ computes $W_r$ at two different times $t_1$ and $t_2$ with $t_1 < t_2$, then $W_r^{t_1} \subseteq W_r^{t_2}$.
+% \end{proof}
+
+% \begin{lemma}[BFT well defined winners]\label{lem:bft-well-defined-winners}
+%     For any closed round $r$, if a correct process $p_i$ compute $W_r$, then $W_r = \Winners_r$ with $|W_r| \geq n - f$.
+% \end{lemma}
+
+% \begin{proof}
+%     By \Cref{lem:bft-read-safety}, any correct process $p_i$ computing $W_r$ after round $r$ is closed includes all valid $\BFTPROVE(r)$ in its computation of $W_r$. Therefore $W_r = \Winners_r$.
+
+%     By \Cref{def:bft-closed-round}, at least $n - f$ distinct processes invoked a valid $\BFTAPPEND(r)$ before $\BFTAPPEND(r)^\star$. By the implementation in algorithm D, if a process correct $j$ invoked a valid $\BFTAPPEND(r)$, thats means that he observed at least $n - f$ valid $\BFTPROVE(r)$ submitted by distinct processes. By \Cref{lem:bft-wr-grow-only}, once $p_j$ observed $n - f$ valid $\BFTPROVE(r)$, any correct process computing $W_r$ will eventually observe at least these $n - f$ valid $\BFTPROVE(r)$. By \Cref{lem:bft-stable-round-closure}, no more valid $\BFTPROVE(r)$ can be linearized after round $r$ is closed, so any correct process computing the same fixed set $W_r$ of at least $n - f$ distinct processes.
+% \end{proof}
+
+% \begin{lemma}[BFT Non-empty winners proposal]\label{lem:bft-non-empty-winners-proposal}
+%     For every process $p_i$ such as $i \in W_r$, eventually $\prop[r][i] \neq \bot$.
+% \end{lemma}
+
+% \begin{proof}
+%     By the implementation, if $i \in W_r$, then $(i, \PROVEtrace(r))$ is included in the result of at least one $\BFTREAD()$ operation. Hence there exist a valid $\BFTPROVE(r)$ operation.
+%     By \Cref{lem:bft-prove-validity}, this implies that there exist at least $f + 1$ valid $\PROVE(r)$ operation invoked by processes. At least one of these processes is correct, say $p_j$. By the implementation, $p_j$ invoked $\BFTPROVE(r)$ after receiving a $Rdeliver(j, \texttt{PROP}, S, r)$ message from $p_i$. Therefore, by the reliable broadcast properties, the message will eventually be delivered to every correct process, hence eventually for any correct process $\prop[r][i] \neq \bot$.
+% \end{proof}
+
+% \begin{definition}[BFT Message invariant]\label{def:bft-message-invariant}
+%     For any closed round $r$, for any correct process $p_i$, such that $\nexists j \in W_r : \prop[r][j] = \bot$, twe define the set
+%     \[
+%     \Messages_r = \bigcup_{j \in \Winners_r} \prop[r][j]
+%     \]
+%     as the unique set of messages proposed during round $r$.
+% \end{definition}
+
+% \begin{lemma}[BFT Proposal convergence]\label{lem:bft-proposal-convergence}
+%     For any closed round $r$, for any correct process $p_i$, that define $M_r$ at line B10, we have $M_r = \Messages_r$.
+% \end{lemma}
+
+% \begin{proof}
+%     By \Cref{lem:bft-well-defined-winners}, any correct process $p_i$ computing $W_r$ after round $r$ is closed has $W_r = \Winners_r$.
+%     By \Cref{lem:bft-non-empty-winners-proposal}, for any correct process $p_i$, such as $i \in W_r$, eventually $\prop[r][i] \neq \bot$.
+
+%     Therefore, eventually for any correct process $p_i$, at line B10 we have
+%     \[
+%     M_r = \bigcup_{j \in W_r} \prop[r][j] = \bigcup_{j \in \Winners_r} \prop[r][j] = \Messages_r
+%     \]
+% \end{proof}
+
+% \begin{lemma}[BFT Inclusion]\label{proof:bft-inclusion}
+%     If a correct process $p_i$ ABroadcasts a message $m$, then eventually any correct process $p_j$ ADelivers $m$.
+% \end{lemma}
+
+% \begin{proof}
+%     Let $m$ be a message ABroadcast by a correct process $p_i$ and eventually exit the \texttt{ABroadcast} function at line A10.
+
+%     By the implementation, if $p_i$ exits the \texttt{ABroadcast} function at line A10, then there exists a round $r'$ such that $m \in \prop[r'][j]$ for some $j \in W_{r'}$.
+
+%     Since $p_i$ is correct, seeing that $m \in \prop[r'][j]$ for some $j \in W_{r'}$ implies that $p_i$ received a $Rdeliver(j, \texttt{PROP}, S, r')$ message from $p_j$ such that $m \in S$. And because $p_j$ is in $W_{r'}$, at least $n - f$ correct processes invoked a valid $Y[j].\BFTPROVE(r')$ before the round $r'$ were closed. By the reliable broadcast properties, the $Rdeliver(j, \texttt{PROP}, S, r')$ message will eventually be delivered to every correct process, hence eventually for any correct process $m \in \prop[r'][j]$ with $j \in W_{r'}$. Hence $m$ will eventually be included in the set $\Messages_{r'}$ defined in \Cref{def:bft-message-invariant} and thus eventually be ADelivered by any correct process.
+% \end{proof}
+
+\begin{theorem}
+    The algorithm implements a BFT Atomic Reliable Broadcast.
+\end{theorem}

Recherche/BFT-ARBover/diagrams/BFT_behaviour.puml

@@ -0,0 +1,54 @@
+@startuml
+!pragma teoz true
+
+database DL
+actor P1
+actor P2
+P1 -> DL : <latex>READ()</latex>
+DL --> P1 : <latex>P</latex>
+P1 -> P1 : <latex>r_{max} = max\{r : (\_, prove(r)) \in P\}</latex>
+
+loop <latex>\textbf{foreach } r \in \{r_{max} + 1, \dots\}</latex>
+
+    ' P1 ->(05) P2 : <latex>RBcast(prop, S, r, 1)</latex>
+
+    P1 -> DL : <latex>PROVE(r)</latex>
+    P1 -> DL : <latex>APPEND(r)</latex>
+
+    P1 -> DL : <latex>READ()</latex>
+    DL --> P1 : <latex>P</latex>
+
+    alt <latex>(1, \text{prove(}r\text{)}) \in P</latex>
+        note over P1 : break
+    end
+end
+
+P2 -> P2 : <latex>ABdeliver()</latex>
+P2 -> DL : <latex>READ()</latex>
+DL --> P2 : <latex>P</latex>
+note over P2
+    line(C4)
+    process P2 check locally if 
+    <latex>\forall j : (j, prove(r)) \not\in P</latex>
+    which is false since P1 correctly 
+    PROVE(r) and APPEND(r)
+
+    <latex>\text{P1 is next include in } W_r</latex>
+end note
+
+P2 -> DL : <latex>APPEND(r)</latex>
+P2 -> DL : <latex>READ()</latex>
+DL --> P2 : <latex>P</latex>
+
+note over P2
+    line(C9)
+    process P2 check locally if
+    <latex>\forall j \in W_r : prop[r][j] = \bot</latex>
+    which can't be false since P1 didn't
+    execute <latex>RBcast(prop, S, r, 1)</latex>
+
+    P2 will never progress and
+    deliver any futur messages
+end note
+hide footbox
+@enduml

Recherche/BFT-ARBover/diagrams/BFT_behaviour.tex

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+\end{tikzpicture}

Recherche/BFT-ARBover/diagrams/classic_seq.puml

@@ -0,0 +1,37 @@
+@startuml
+!pragma teoz true
+
+database DL
+actor P1
+actor P2
+actor Pt
+actor Pn
+
+P1 ->(05) P2: <latex>RBcast(prop, S, r, 1)</latex>
+& P1 ->(25) Pt : <latex>RBcast(prop, S, r, 1)</latex>
+& P1 ->(50) Pn : <latex>RBcast(prop, S, r, 1)</latex>
+P2 -> P2 : <latex>S'(sk_2, r)</latex>
+P2 -> P1 : <latex>send(\sigma_2)</latex>
+... <latex>\text{Wait until P1 received }\sigma \text{ t times}</latex> ...
+Pt -> Pt : <latex>S'(sk_t, r)</latex>
+Pt -> P1 : <latex>send(\sigma_t)</latex>
+
+P1 -> P1 : <latex>C'(pkc, r, J, \{\sigma_r^j\}_{j\in J})</latex>
+
+P1 -> DL : <latex>PROVE(\sigma)</latex>
+P1 -> DL : <latex>APPEND(\sigma)</latex>
+P2 -> Pt
+
+P1 ->(05) P2: <latex>RBcast(submit, S, r, 1, \sigma)</latex>
+& P1 ->(25) Pt : <latex>RBcast(submit, S, r, 1, \sigma)</latex>
+& P1 ->(50) Pn : <latex>RBcast(submit, S, r, 1, \sigma)</latex>
+
+P2 -> DL : <latex>P \gets READ()</latex>
+& Pt -> DL
+& Pn -> DL
+P2 -> P2 : <latex>V'(pk, r, \sigma)</latex>
+& Pt -> Pt : <latex>V'(pk, r, \sigma)</latex>
+& Pn -> Pn : <latex>V'(pk, r, \sigma)</latex>
+
+hide footbox
+@enduml

Recherche/BFT-ARBover/diagrams/classic_seq.tex

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+\end{tikzpicture}

Recherche/BFT-ARBover/diagrams/nonBFT_behaviour.puml

@@ -0,0 +1,32 @@
+@startuml
+!pragma teoz true
+
+database DL
+actor P1
+actor Pi
+
+P1 -> P1 : <latex>ABcast(m)</latex>
+P1 -> P1 : <latex>m \in S</latex>
+
+P1 -> DL : <latex>READ()</latex>
+DL --> P1 : <latex>P</latex>
+P1 -> P1 : <latex>r_{max} = max\{r : (\_, prove(r)) \in P\}</latex>
+
+loop <latex>\textbf{foreach } r \in \{r_{max} + 1, \dots\}</latex>
+    
+    P1 ->(05) Pi : <latex>RBcast(prop, S, r, 1)</latex>
+
+    P1 -> DL : <latex>PROVE(r)</latex>
+    P1 -> DL : <latex>APPEND(r)</latex>
+
+    P1 -> DL : <latex>READ()</latex>
+    DL --> P1 : <latex>P</latex>
+
+    alt <latex>(1, \text{prove(}r\text{)}) \in P</latex>
+        note over P1 : break
+    else <latex>(\exists j, r' : (j, prove(r')) \in P \land m \in prop[r'][j])</latex>
+        note over P1 : break
+    end
+end
+hide footbox
+@enduml

Recherche/BFT-ARBover/diagrams/nonBFT_behaviour.tex

@@ -0,0 +1,93 @@
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+\end{tikzpicture}

Recherche/BFT-ARBover/main.tex

@@ -0,0 +1,303 @@
+\documentclass[11pt]{article}
+
+\usepackage[margin=1in]{geometry}
+\usepackage[T1]{fontenc}
+\usepackage[utf8]{inputenc}
+\usepackage{lmodern}
+\usepackage{microtype}
+\usepackage{amsmath,amssymb,amsthm,mathtools}
+\usepackage{thmtools}
+\usepackage{enumitem}
+\usepackage{csquotes}
+\usepackage[hidelinks]{hyperref}
+\usepackage[nameinlink,noabbrev]{cleveref}
+\usepackage[ruled, vlined, linesnumbered, algonl, titlenumbered]{algorithm2e}
+\usepackage{graphicx}
+
+\SetKwProg{Fn}{Function}{}{EndFunction}
+\SetKwFunction{Wait}{Wait Until}
+\SetKwProg{Upon}{Upon}{}{EndUpon}
+\SetKwComment{Comment}{}{}
+
+\usepackage{tikz}
+\graphicspath{{diagrams/out}}
+\usepackage{xspace}
+% \usepackage{plantuml}
+
+\usepackage[fr-FR]{datetime2}
+
+\usepackage{fancyhdr}
+\pagestyle{fancy}
+\fancyhf{}
+\fancyfoot[L]{Compilé le \DTMnow}
+\fancyfoot[C]{\thepage}
+\renewcommand{\headrulewidth}{0pt}
+\renewcommand{\footrulewidth}{0pt}
+
+\theoremstyle{plain}
+\newtheorem{theorem}{Theorem}
+\newtheorem{lemma}[theorem]{Lemma}
+\newtheorem{corollary}[theorem]{Corollary}
+\theoremstyle{definition}
+\newtheorem{definition}{Definition}
+\theoremstyle{remark}
+\newtheorem{remark}{Remark}
+
+\newcommand{\RB}{\textsf{RB}\xspace}
+\newcommand{\res}{\mathsf{res}}
+\newcommand{\ARB}{\textsf{ARB}\xspace}
+\newcommand{\DL}{\textsf{DL}}
+\newcommand{\APPEND}{\textsf{APPEND}}
+\newcommand{\PROVE}{\textsf{PROVE}}
+\newcommand{\PROVEtrace}{\textsf{prove}}
+\newcommand{\READ}{\textsf{READ}}
+
+\newcommand{\BFTAPPEND}{\textsf{BFT\text{-}APPEND}}
+\newcommand{\BFTPROVE}{\textsf{BFT\text{-}PROVE}}
+\newcommand{\BFTREAD}{\textsf{BFT\text{-}READ}}
+
+
+\newcommand{\ABbroadcast}{\textsf{ABroadcast}}
+\newcommand{\ABdeliver}{\textsf{ADeliver}}
+\newcommand{\RBcast}{\textsf{RBroadcast}}
+\newcommand{\RBreceived}{\textsf{RReceived}}
+\newcommand{\ordered}{\textsf{ordered}}
+\newcommand{\Winners}{\mathsf{Winners}}
+\newcommand{\Messages}{\mathsf{Messages}}
+\newcommand{\ABlisten}{\textsf{AB-listen}}
+
+\newcommand{\CANDIDATE}{\textsf{VOTE}}
+\newcommand{\CLOSE}{\textsf{COMMIT}}
+\newcommand{\READGE}{\textsf{RESULT}}
+
+\newcommand{\SHARE}{\mathsf{SHARE}}
+\newcommand{\COMBINE}{\mathsf{COMBINE}}
+\newcommand{\VERIFY}{\mathsf{VERIFY}}
+
+\newcommand{\RETRIEVE}{\mathsf{RETRIEVE}}
+\newcommand{\SUBMIT}{\mathsf{SUBMIT}}
+
+\newcommand{\delivered}{\mathsf{delivered}}
+\newcommand{\received}{\mathsf{received}}
+\newcommand{\prop}{\mathsf{prop}}
+\newcommand{\resolved}{\mathsf{resolved}}
+\newcommand{\current}{\mathsf{current}}
+
+\newcommand{\Seq}{\mathsf{Seq}}
+\newcommand{\GE}{\mathsf{GE}}
+\newcommand{\BFTDL}{\textsf{BFT\text{-}DL}}
+
+\newcommand{\BFTGE}{\textsf{BFT\text{-}GE}}
+\newcommand{\BFTVOTE}{\textsf{BFT\text{-}VOTE}}
+\newcommand{\BFTCOMMIT}{\textsf{BFT\text{-}COMMIT}}
+\newcommand{\BFTRESULT}{\textsf{BFT\text{-}RESULT}}
+
+
+\crefname{theorem}{Theorem}{Theorems}
+\crefname{lemma}{Lemma}{Lemmas}
+\crefname{definition}{Definition}{Definitions}
+\crefname{algorithm}{Algorithm}{Algorithms}
+
+% Pour pouvoir referencer des lignes dans le pseudocode
+% \crefname{ALC@Line}{Lignes}{Lignes}
+% \Crefname{ALC@Line}{Ligne}{Lignes}
+\crefname{AlgoLine}{ligne}{lignes}
+\Crefname{AlgoLine}{Ligne}{Lignes}
+% Code exécuté par tout processus p_i
+
+\begin{document}
+
+\section{Model 1: Crash}
+We consider a static set $\Pi$ of $n$ processes with known identities, communicating by reliable point-to-point channels, in a complete graph. Messages are uniquely identifiable. At most $f$ processes can crash, with $n \geq f$.
+
+\paragraph{Synchrony.} The network is asynchronous.
+
+\paragraph{Communication.} Processes can exchange through a Reliable Broadcast ($\RB$) primitive (defined below) which is invoked with the functions $\RBcast(m)$ and $m = \RBreceived()$. There exists a shared object called DenyList ($\DL$) (defined below) that is interfaced with a set $O$ of operations. There exist three types of these operations: $\APPEND(x)$, $\PROVE(x)$ and $\READ()$.   
+
+\paragraph{Notation.} For any indice $x$ we defined by $\Pi_x$ a subset of $\Pi$. We consider two subsets $\Pi_M$ and $\Pi_V$ two authorization subsets. Indices $i \in \Pi$ refer to processes, and $p_i$ denotes the process with identifier $i$. Let $\mathcal{M}$ denote the universe of uniquely identifiable messages, with $m \in \mathcal{M}$. Let $\mathcal{R} \subseteq \mathbb{N}$ be the set of round identifiers; we write $r \in \mathcal{R}$ for a round. We use the precedence relation $\prec$ for the \DL{} linearization: $x \prec y$ means that operation $x$ appears strictly before $y$ in the linearized history of \DL. For any finite set $A \subseteq \mathcal{M}$, \ordered$(A)$ returns a deterministic total order over $A$ (e.g., lexicographic order on $(\textit{senderId},\textit{messageId})$ or on message hashes).
+For any operation $F \in O$,$F_i(...)$ denotes that the operation $F$ is invoked by process $p_i$.
+%For any round $r \in \mathcal{R}$, define $\Winners_r \triangleq \{\, j \in \Pi \mid (j,\PROVEtrace(r)) \prec \APPEND(r) \,\}$, i.e., the set of processes whose $\PROVE(r)$ appears before the first $\APPEND(r)$ in the \DL{} linearization.
+%We denoted by $\PROVE^{(j)}(r)$ or $\APPEND^{(j)}(r)$ the operation $\PROVE(r)$ or $\APPEND(r)$ invoked by process $j$.
+
+\section{Primitives}
+
+\input{2_Primitives/index.tex}
+
+\section{Atomic Reliable Broadcast (ARB)}
+
+\input{3_ARB_Def/index.tex}
+
+\section{ARB over RB and DL}
+
+\input{4_ARB_with_RB_DL/index.tex}
+
+\section{BFT-ARB over RB and DL}
+
+\input{5_BFT_ARB/index.tex}
+
+
+
+
+\section{Implementation of BFT-DenyList and Threshold Cryptography}
+
+\subsection{DenyList}
+
+\paragraph{BFT-DenyList}
+In our algorithm we use multiple DenyList as follows:
+
+\begin{itemize}
+  \item Let $\mathcal{DL} = \{DL_1, \dots, DL_k\}$ be the set of DenyList used by the algorithm.
+  \item We set $k = \binom{n}{f}$.
+  \item For each $i \in \{1,\dots,k\}$, let $M_i$ be the set of moderators associated with $DL_i$ according to the DenyList definition, so that $|M_i| = n-f$.
+  \item Let $\mathcal{M} = \{M_1, \dots, M_k\}$. We require that the $M_i$ are pairwise distinct:
+        \[
+          \forall i,j \in \{1,\dots,k\},\ i \neq j \implies M_i \neq M_j.
+        \]
+\end{itemize}
+
+
+\begin{lemma}
+  $\exists M_i \in M :  \forall p \in M_i$ $p$ is correct.
+\end{lemma}
+
+\begin{proof}
+  Let consider the set $F$ of faulty processes, with $|F| = f$. We can construct the set $M_i = \Pi \setminus F$ such that $|M_i| = n - |F| = n - f$. By construction, $\forall p \in M_i$ $p$ is correct.
+\end{proof}
+
+\begin{lemma}
+  $\forall M_i \in M, \exists p \in M_i$ such that $p$ is correct.  
+\end{lemma}
+
+\begin{proof}
+  $\forall i \in \{1, \dots, k\}, |M_i| = n-f$ with $n \geq 2f+1$. We can say that $|M_i| \geq 2f+1-f = f+1 > f$
+\end{proof}
+
+Each process can invoke the following functions :
+
+\begin{itemize}
+  \item $\READ' : () \rightarrow \mathcal{L}(\mathbb{R} \times \PROVEtrace(\mathbb{R}))$
+  \item $\APPEND' : \mathbb{R} \rightarrow ()$
+  \item $\PROVE' : \mathbb{R} \rightarrow \{0, 1\}$
+\end{itemize}
+
+Such that :
+
+% \begin{algorithm}[H]
+%   \caption{$\READ'() \rightarrow \mathcal{L}(\mathbb{R} \times \PROVEtrace(\mathbb{R}))$}
+%   \begin{algorithmic}
+%     \Function{READ'}{}
+%     \State $j \gets$ the process invoking $\READ'()$
+%     \State $res \gets \emptyset$
+%     \ForAll{$i \in \{1, \dots, k\}$}
+%       \State $res \gets res \cup DL_i.\READ()$
+%     \EndFor
+%     \State \Return $res$
+%     \EndFunction
+%   \end{algorithmic}
+% \end{algorithm}
+
+% \begin{algorithm}[H]
+%   \caption{$\APPEND'(\sigma) \rightarrow ()$}
+%   \begin{algorithmic}
+%     \Function{APPEND'}{$\sigma$}
+%     \State $j \gets$ the process invoking $\APPEND'(\sigma)$
+%     \ForAll{$M_i \in \{M_k \in  M : j \in M_k\}$}
+%       \State $DL_i.\APPEND(\sigma)$
+%     \EndFor
+%     \EndFunction
+%   \end{algorithmic}
+% \end{algorithm}
+
+% \begin{algorithm}[H]
+%   \caption{$\PROVE'(\sigma) \rightarrow \{0, 1\}$}
+%   \begin{algorithmic}
+%     \Function{PROVE'}{$\sigma$}
+%     \State $j \gets$ the process invoking $\PROVE'(\sigma)$
+%     \State $flag \gets false$
+%     \ForAll{$i \in \{1, \dots, k\}$}
+%       \State $flag \gets flag$ OR $DL_i.\PROVE(\sigma)$
+%     \EndFor
+%     \State \Return $flag$
+%     \EndFunction
+%   \end{algorithmic}
+% \end{algorithm}
+
+\begin{algorithm}[H]
+  \caption{$\READ'() \rightarrow \mathcal{L}(\mathbb{R} \times \PROVEtrace(\mathbb{R}))$}
+    $j \gets$ the process invoking $\READ'()$\;
+    $res \gets \emptyset$\;
+    \ForAll{$i \in \{1, \dots, k\}$}{
+      $res \gets res \cup DL_i.\READ()$\;
+    }
+    \Return{$res$}\;
+ \end{algorithm}
+
+  \begin{algorithm}[H]
+    \caption{$\APPEND'(\sigma) \rightarrow ()$}
+      $j \gets$ the process invoking $\APPEND'(\sigma)$\;
+      \ForAll{$M_i \in \{M_k \in  M : j \in M_k\}$}{
+        $DL_i.\APPEND(\sigma)$\;
+      }
+  \end{algorithm}
+
+  \begin{algorithm}[H]
+    \caption{$\PROVE'(\sigma) \rightarrow \{0, 1\}$}
+      $j \gets$ the process invoking $\PROVE'(\sigma)$\;
+      $flag \gets false$\;
+      \ForAll{$i \in \{1, \dots, k\}$}{
+        $flag \gets flag$ OR $DL_i.\PROVE(\sigma)$\;
+      }
+      \Return{$flag$}\;
+  \end{algorithm}
+
+\subsection{Threshold Cryptography}
+
+We are using the Boneh-Lynn-Shacham scheme as cryptography primitive to our threshold signature scheme.
+With :
+
+\begin{itemize}
+  \item $G : \mathbb{R} \rightarrow \mathbb{R} \times \mathbb{R} $
+  \item $S : \mathbb{R} \times \mathcal{R} \rightarrow \mathbb{R} $
+  \item $V : \mathbb{R} \times \mathcal{R} \times \mathbb{R} \rightarrow \{0, 1\} $
+\end{itemize}
+
+Such that :
+
+\begin{itemize}
+  \item $G(x) \rightarrow (pk, sk)$ : where $x$ is a random value such that $\nexists x_1, x_2: x_1 \neq x_2, G(x_1) = G(x_2)$
+  \item $S(sk, m) \rightarrow \sigma_m$
+  \item $V(pk, m_1, \sigma_{m_2}) \rightarrow k$ : with $k = 1$ iff $m_1 == m_2$ and $\exists x \in \mathbb{R}$ such that $G(x) \rightarrow (pk, sk)$; otherwise $k = 0$
+\end{itemize}
+
+\paragraph{threshold Scheme}
+
+In our algorithm we are only using the following functions :
+
+\begin{itemize}
+  \item $G' : \mathbb{R} \times \mathbb{N} \times \mathbb{N} \rightarrow \mathbb{R} \times (\mathbb{R} \times \mathbb{R})^n$ : with $n \triangleq |\Pi|$
+  \item $S' : \mathbb{R} \times \mathcal{R} \rightarrow \mathbb{R}$
+  \item $C' : \mathbb{R}^n \times \mathcal{R} \times \mathbb{R} \times \mathbb{R}^t \rightarrow \{\mathbb{R}, \bot\}$ : with $t \leq n$
+  \item $V' : \mathbb{R} \times \mathcal{R} \times \mathbb{R} \rightarrow \{0, 1\}$
+\end{itemize}
+
+Such that :
+
+\begin{itemize}
+  \item $G'(x, n, t) \rightarrow (pk, pk_1, sk_1, \dots, pk_n, sk_n)$ : let define $pkc = {pk_1, \dots, pk_n}$
+  \item $S'(sk_i, m) \rightarrow \sigma_m^i$
+  \item $C'(pkc, m_1, J, \{\sigma_{m_2}^j\}_{j \in J}) \rightarrow \sigma$ : with $J \subseteq \Pi$; and $\sigma = \sigma_{m_1}$ iff $|J| \geq t, \forall j \in J: V(pk_j, m_1, \sigma_{m_2}^j) == 1$; otherwise $\sigma = \bot$.
+  \item $V'(pk, m_1, \sigma_{m_2}) \rightarrow V(pk, m_1, \sigma_{m_2})$
+\end{itemize}
+
+
+\bibliographystyle{plain}
+\begin{thebibliography}{9}
+% (left intentionally blank)
+\bibitem{Schneider90}
+Fred B.~Schneider.
+\newblock Implementing fault-tolerant services using the state machine
+  approach: a tutorial.
+\newblock {\em ACM Computing Surveys}, 22(4):299--319, 1990.
+\end{thebibliography}
+
+\end{document}

Recherche/yaoLatticeAgreement/main.tex

@@ -0,0 +1,105 @@
+\documentclass[11pt]{article}
+
+\usepackage[margin=1in]{geometry}
+\usepackage[T1]{fontenc}
+\usepackage[utf8]{inputenc}
+\usepackage{lmodern}
+\usepackage{microtype}
+\usepackage{amsmath,amssymb,amsthm,mathtools}
+\usepackage{thmtools}
+\usepackage{enumitem}
+\usepackage{csquotes}
+\usepackage[hidelinks]{hyperref}
+\usepackage[nameinlink,noabbrev]{cleveref}
+\usepackage{algorithm}
+\usepackage{algpseudocode}
+% Line-number prefix configuration (A/B/C)
+\renewcommand{\thealgorithm}{\Alph{algorithm}} % Float labels: Algorithm A, B, C
+\newcommand{\algletter}{}
+\algrenewcommand\alglinenumber[1]{\scriptsize\textbf{\algletter}#1}
+\usepackage{tikz}
+\usepackage{xspace}
+
+\usepackage[fr-FR]{datetime2}
+
+\usepackage{fancyhdr}
+\pagestyle{fancy}
+\fancyhf{}
+\fancyfoot[L]{Compilé le \DTMnow}
+\fancyfoot[C]{\thepage}
+\renewcommand{\headrulewidth}{0pt}
+\renewcommand{\footrulewidth}{0pt}
+
+\theoremstyle{plain}
+\newtheorem{theorem}{Theorem}
+\newtheorem{lemma}[theorem]{Lemma}
+\newtheorem{corollary}[theorem]{Corollary}
+\theoremstyle{definition}
+\newtheorem{definition}{Definition}
+\theoremstyle{remark}
+\newtheorem{remark}{Remark}
+
+\newcommand{\send}{\textsf{send}}
+\newcommand{\recv}{\textsf{recv}}
+\newcommand{\hash}{\textsf{hash}}
+\newcommand{\procQueue}{\textsf{processQueue}}
+\newcommand{\RBcast}{\textsf{RB-cast}}
+\newcommand{\RBreceived}{\textsf{RB-received}}
+
+\newcommand{\queue}{\mathsf{queue}}
+
+\crefname{theorem}{Theorem}{Theorems}
+\crefname{lemma}{Lemma}{Lemmas}
+\crefname{definition}{Definition}{Definitions}
+\crefname{algorithm}{Algorithm}{Algorithms}
+
+% \title{Upgrading Reliable Broadcast to Atomic Reliable Broadcast with a DenyList Primitive}
+\date{\vspace{-1ex}}
+
+\begin{document}
+% \maketitle
+
+\section*{Algorithm}
+
+\renewcommand{\algletter}{A}
+\begin{algorithm}
+  \begin{algorithmic}[1]    
+    \Function{send}{m} 
+      \State \RBcast$(self, m, \hash(H))$
+    \EndFunction
+    \vspace{1em}
+
+    \Function{\RBreceived}{$j, m, h$} 
+    \State $\queue[j] \gets \queue[j].push(\{(m, h)\})$
+      \If{$|\queue[j]| = 1$} \Comment{If this is the first message in the queue, process it}
+        \State \procQueue()
+      \EndIf
+    \EndFunction
+    \vspace{1em}
+
+    \Function{processQueue}{}
+      \For{$j$ such that $\queue[j] \neq \emptyset$}
+        \State $\{(m, h)\} \gets \queue[j].pop()$
+          % \If{$m$ is a singleton}
+          %   \State $H \gets H \cup \{m\}$; \recv$(m)$; $\queue[j] \gets \queue[j] \setminus \{(m, h)\}$
+          % \ElsIf{$\exists A : A \subseteq H\ \wedge\ \hash(A) = h$}
+          %   \State $H \gets H \cup \{m\}$; \recv$(m)$; $\queue[j] \gets \queue[j] \setminus \{(m, h)\}$
+          % \Else
+          %   \State \textbf{break}
+          % \EndIf
+        \If{$\exists A : A \subseteq H\ \wedge\ \hash(A) = h$}
+          \State $H \gets H \cup \{m\}$; \recv$(m)$; $\queue[j] \gets \queue[j] \setminus \{(m, h)\}$
+          \State \procQueue();
+          \Return;
+        \EndIf
+      \EndFor
+    \EndFunction
+  \end{algorithmic}
+\end{algorithm}
+
+% \bibliographystyle{plain}
+% \begin{thebibliography}{9}
+% % (left intentionally blank)
+% \end{thebibliography}
+
+\end{document}

docs/presentations/LIS/CSI2025/main.tex

@@ -0,0 +1,252 @@
+\documentclass[aspectratio=169]{beamer}
+
+\usetheme{Madrid}
+\usefonttheme{professionalfonts}
+
+\usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage[french]{babel}
+\usepackage{mathtools,amssymb}
+\usepackage{microtype}
+\usepackage{pgfgantt}
+\usepackage{adjustbox}
+% Réduire la densité verticale par défaut
+% \ganttset{y unit chart=0.45cm, y unit title=0.6cm, bar height=0.35}
+
+% Acronymes utiles
+\newcommand{\EC}{\textsc{EC}}
+\newcommand{\CRDT}{\textsc{CRDT}}
+\newcommand{\PCDO}{\textsc{PCDO}}
+\newcommand{\RB}{\textsc{RB}}
+\newcommand{\ARB}{\textsc{ARB}}
+\newcommand{\BFT}{\textsc{BFT}}
+\newcommand{\DL}{\textsc{DL}}
+\newcommand{\AL}{\textsc{AL}}
+\newcommand{\ZT}{\textsc{ZT}}
+
+
+% =====================
+% Paramétrage générique et macros d'usage
+% ---------------------
+% Définir la fenêtre temporelle du diagramme (ISO 8601)
+\newcommand{\GanttSetup}[2]{% #1 = YYYY-MM-DD (début), #2 = YYYY-MM-DD (fin)
+  \def\GanttStart{#1}%
+  \def\GanttEnd{#2}%
+}
+% Evénement sur période
+% Usage : \Period[<opts pgfgantt>]{<label>}{<YYYY-MM-DD>}{<YYYY-MM-DD>}
+\newcommand{\Period}[4][]{\ganttbar[#1]{#2}{#3}{#4}}
+% Evénement ponctuel (jalon)
+% Usage : \Event[<opts pgfgantt>]{<label>}{<YYYY-MM-DD>}
+\newcommand{\Event}[3][]{\ganttmilestone[#1]{#2}{#3}}
+% Groupe (optionnel)
+% Usage : \Block[<opts>]{<label>}{<YYYY-MM-DD>}{<YYYY-MM-DD>}
+\newcommand{\Block}[4][]{\ganttgroup[#1]{#2}{#3}{#4}}
+
+% Style par défaut (sobre, lisible en salle)
+\ganttset{
+  calendar week text={},
+  time slot format=isodate,
+  vgrid, hgrid,
+  x unit=0.42cm,    % densité horizontale
+  y unit chart=0.45cm, y unit title=0.6cm, bar height=0.35,
+  bar/.append style={fill=blue!35},
+  group/.append style={fill=black!10},
+  milestone/.append style={fill=red!60},
+  bar label font=\scriptsize, group label font=\scriptsize, milestone label font=\scriptsize,
+  title label font=\footnotesize, title/.style={fill=black!5}
+}
+
+\title{2ème Comité de Suivi Individuel 2024-2025}
+\subtitle{Thèse CIFRE - Cohérence Faible pour le cloud zero-trust}
+\institute[AMU - LIS - Scille]{Université Aix-Marseille - LIS \and Scille} 
+% \logo{\includegraphics[height=0.5cm]{logo-lis.png} \hspace{2em} \includegraphics[height=0.5cm]{parsec.png}}
+\author[Amaury JOLY]{Amaury JOLY \\ \vspace{1em} \textbf{Encadrement :} Emmanuel GODARD, Corentin TRAVERS \\ \vspace{1em} \textbf{Comité de suivi :} Arnaud LABOUREL, Achour MOSTEFAOUI}
+\date{\today}
+
+\begin{document}
+
+\begin{frame}
+  \titlepage
+\end{frame}
+
+% Rajouter nombre d'heure recherche industrielle formation OK
+% Dire que le model CRDT et PCDO implique du RB OK
+% Usage de RB+DL=>ARB dans le cloud zero-trust
+% Etre plus claire sur les missions en cours avec Scille OK
+
+% Se renseigner sur l'état de l'art sur RB+DL=>ARB et PCDO
+
+% Voir avce Scille pour la poursuite de these
+
+% =======================
+\begin{frame}{Contexte de thèse (CIFRE)}
+  \begin{itemize}
+    \item Démarrage administratif : \textbf{janvier 2024}.
+    \item Sujet : \emph{Cohérence Faible pour le cloud zero-trust}.
+    \item Cadre : thèse \textbf{CIFRE} avec l’entreprise \textbf{Scille} (logiciel \texttt{parsec.cloud}).
+    \item Répartition d’activités : \textbf{70\% recherche} / \textbf{30\% entreprise}.
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{Contexte industriel — partage de fichiers \ZT{}}
+  \begin{itemize}
+    \item Produit : logiciel de partage de fichiers \textbf{zero-trust}.
+    \item Modèle \ZT{} : le \textbf{serveur ne voit que des données chiffrées} et ne connaît pas l’identité des utilisateurs.
+    \item Model de communication : \textbf{serveur centralisé unique} pour tous les clients.
+    \item Hypothèses : confiance pour la \textbf{redistribution des messages} et la \textbf{disponibilité} ; serveur \textbf{honnête mais curieux}.
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{Bilan des formations et divers (oct. 2024 — oct. 2025)}
+  \begin{itemize}
+    \item \textbf{REDOCS 2024} : 14 au 19 octobre 2024
+    \item \textbf{PEPR Trust in Cloud 2024} (Grenoble) : novembre 2024.
+    \item \textbf{PEPR Trust in Cloud 2025} (Massy) : octobre 2025.
+    \item \textbf{Séminaires entreprise} : 3 séances en présentiel.
+    \item \textbf{Reunion avancement produit et R\&D} : toutes les 2 semaines.
+    \item \textbf{Enseignement} : 30 h en M1 (24h TP + 6h TD) + Soutenances de stage M2 FSI
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{Missions en entreprise (résumé)}
+  \begin{itemize}
+    \item \textbf{Document BPI} : état de l’art et \textbf{valeur ajoutée} des fonctionnalités d’\emph{édition collaborative} de l’équipe R\&D Parsec.
+    \item \textbf{État de l’art} sur \textbf{\ZT{}} et \textbf{Data-Centric Security} pour une réponse à appel d’offres \textbf{OTAN}.
+    \item \textbf{Conseil} : stratégie de \textbf{sauvegarde} dans un contexte \textbf{pair-à-pair distribué} pour l’édition collaborative.
+    \item \textbf{CIR} : rédaction en cours d’un \textbf{document consolidé} couvrant les projets R\&D (état de l’art, besoins spécifiques, caractère innovant, avancées annuelles).
+    \vspace{1em}
+    \item Développement de \textbf{fonctionnalités} experimentales dans \texttt{parsec}
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{CRDT (Shapiro et al., 2011) - Rappel}
+  \begin{itemize}
+    \item Un \CRDT{} est une \textbf{spécification de type de donnée répliqué} qui permet d’\textbf{atteindre la cohérence éventuelle} (\EC) \textbf{sans imposer d’ordre total} entre les opérations (sous hypothèse de \textbf{Reliable Broadcast} (RB)).
+    \item L’idée clé est de \textbf{converger par construction} : les opérations (ou les jointures d’états) sont \textbf{commutatives} (souvent aussi associatives et idempotentes), garantissant que tout ordre de livraison mène au même état.
+    \pause
+    \item \textbf{Contrepartie} : la \textbf{structure commutative} restreint les usages aux applications dont les mises à jour sont naturellement commutatives; elle est moins adaptée lorsque des \textbf{invariants globaux non commutatifs} ou des \textbf{contraintes d’ordre} sont requis.
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{PCDO (Frey et al., 2023)}
+  \begin{itemize}
+    \item Les \PCDO{} étendent les \CRDT{} mais \textbf{ajoute une notion de légalité d’état} : un prédicat caractérise quels états sont \emph{légaux}.
+    \item Alors que, dans les \CRDT, \textbf{toutes les opérations sont éventuellement traitées par tous les nœuds} (sans ordre global), un \PCDO{} autorise d’\textbf{exiger un ordre pour certaines opérations}.
+    \pause
+    \item Pour \textbf{atteindre} cela sans sacrifier l’asynchronisme, la \textbf{contrainte d’ordre est restreinte \emph{par processus}} : seules les opérations \textbf{émises par le même processus} doivent être \textbf{émises et exécutées dans un certain ordre}.
+    \item Les opérations inter-processus restent commutatives (au sens requis par le prédicat de légalité), préservant la \EC{}.
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{\PCDO{} ?= \RB{} \BFT{}}
+  \begin{itemize}
+    \item \textbf{Question de recherche} : une implémentation \BFT{} d’un \PCDO{} est-elle \textbf{équivalente} à l’implémentation \BFT{} d’un \textbf{Reliable Broadcast} (\RB)?
+    \item Intuition : si un \PCDO{} impose un \textbf{ordre par émetteur}, et que \RB{}-BFT assure \textbf{livraison fiable/consistante}, peut-on \textbf{réduire} l’un à l’autre~?
+    \item \textbf{Travail en cours} : exploration d’algorithmes visant à \textbf{montrer l’équivalence} (ou une réduction bidirectionnelle). \textbf{À ce stade}, pas de résultat concluant.
+    \item Points de blocage actuels : \textbf{interaction entre la légalité d’état locale au processus} et les \textbf{garanties globales} de \RB{}-\BFT{} (accord, intégrité, terminaison).
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{AllowList et DenyList (Frey et al., 2023)}
+  \begin{itemize}
+    \item Présentation de travaux de \textbf{Mathieu Gestin} : spécification d’\AL{} et de \DL{} comme \textbf{registre partagé} dans un système \textbf{asynchrone} sujet aux \textbf{crashs}.
+    \item Interface fondée sur \textbf{trois primitives} :
+    \begin{itemize}
+      \item \texttt{APPEND(x)} : ajout d’un élément à l'\AL{}/\DL{}.
+      \item \texttt{PROVE(x)} : fournir une \textbf{preuve vérifiable} de présence/absence.
+      \item \texttt{READ()} : obtenir une \textbf{vue cohérente} du registre.
+    \end{itemize}
+    \item L’objectif est d’\textbf{atteindre les garanties attendues} d’une \AL{}/\DL{} distribuée (sécurité, auditabilité, progression sous asynchronisme avec crashs).
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{\RB{} + \DL{} $\Rightarrow$ \ARB{} (intuition)}
+  \begin{itemize}
+    \item Idée : utiliser la \textbf{\DL{} comme mécanisme de verrou/élection} pour \textbf{ordonner} des messages livrés via \RB{}, et ainsi passer à l’\textbf{Atomic Reliable Broadcast} (\ARB{}).
+    \item \textbf{Par rounds} :
+    \begin{enumerate}
+      \item À chaque round, un \textbf{ensemble non vide de vainqueurs} est sélectionné (via \DL{}) et \textbf{détient le droit d’émettre}.
+      \item Quand le round est \textbf{fermé}, les autres processus tentent d’être élus au \textbf{round suivant}.
+    \end{enumerate}
+    \item \textbf{Processus lents} : un mécanisme de \textbf{dissémination des messages en attente} force les nœuds corrects à \textbf{relayer/émettre} pour leur compte afin d’éviter les blocages.
+    \item L’ordonnancement par rounds permet d’\textbf{établir un ordre total} entre les messages.
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{\RB{} + \DL{} $\Rightarrow$ \ARB{} (contexte industriel \& ZT)}
+  \begin{itemize}
+    \item \textbf{Contraintes industrielles (CIFRE)} : les \CRDT{}\ \PCDO{} ne couvrent pas tous les cas d’usage — certaines applications requièrent un \textbf{ordre total} global malgré l’asynchronisme.
+    \item \textbf{Hypothèse architecturale} : un \textbf{serveur « proxy » ZT} ne voyant que des \textbf{chiffrés}, chargé de \textbf{dispatcher} et de \textbf{synchroniser} les messages; aucune logique métier ni accès au clair.
+    \item \textbf{Levier} : combiner \RB{} avec \DL{} pour sérialiser les tours d’émission; le proxy n’est qu’un \textbf{médiateur d’ordonnancement}, pas une source de confiance.
+    \item \textbf{Pertinence} : solution adaptée aux environnements contraints où la \textbf{centralisation de l’ordonnancement} est acceptable mais où la \textbf{confiance} reste minimisée.
+  \end{itemize}
+  \end{frame}
+  
+  % =======================
+  \begin{frame}{\RB{} + \DL{} $\Rightarrow$ \ARB{} (état d’avancement)}
+  \begin{itemize}
+    \item \textbf{Algorithme} : spécifié et en cours de \textbf{finalisation de la preuve} dans un \textbf{modèle crash}.
+    \item \textbf{Propriété visée} : \ARB{} (accord, validité, intégrité, \textbf{ordre total}).
+    \item \textbf{Perspectives} : extension au \textbf{modèle byzantin} (\BFT{}). Implémentation d'une \DL{} \ZT{} (e.g. calcul homomorphe).
+    \item \textbf{Implémentation} : prototype intégré à \texttt{parsec} pour la fonctionnalités de chat collaboratif (en cours).
+  \end{itemize}
+  \end{frame}
+
+% =====================
+
+  \begin{frame}[t]{Gantt 2024-2025}
+    \scriptsize
+    % Fenêtre temporelle
+    \GanttSetup{2024-10-01}{2025-10-15}
+    
+    % Limiter à la largeur et à 80% de la hauteur de la slide
+    \begin{adjustbox}{max totalsize={\textwidth}{0.8\textheight},center}
+      \begin{ganttchart}[
+          expand chart=\textwidth,
+          y unit chart=0.45cm,
+          y unit title=0.6cm,
+          bar height=0.35,
+      ]{\GanttStart}{\GanttEnd}
+        \gantttitlecalendar{year, month}\\
+    
+        \Period{REDOCS}{2024-10-14}{2024-10-18}\\
+        % Plusieurs jalons sur une même ligne pour gagner de la place
+        \Event{Séminaire Parsec}{2024-11-19}\ \Event{}{2025-03-20}\ \Event{}{2025-07-12}\\
+        \Event{PEPR TrustInCloud}{2024-12-05}\ \Event{}{2025-10-07}\\
+    
+        \Period[bar/.append style={fill=green!40}]{Livrable BPI}{2025-01-01}{2025-02-01}\\
+        \Period[bar/.append style={fill=green!40}]{État de l'art OTAN}{2025-04-01}{2025-04-30}\\
+        \Period[bar/.append style={fill=green!40}]{Conseil sauvegarde P2P}{2025-08-01}{2025-08-15}\\
+        \Period[bar/.append style={fill=green!40}]{Rédaction CIR}{2025-09-01}{2025-10-15}\\
+    
+        \Period[bar/.append style={fill=orange!70}]{Cours M1}{2024-10-01}{2024-12-31}\\
+    
+        \Period[bar/.append style={fill=blue!35}]{PCDO BFT vs RB BFT}{2024-10-01}{2025-01-01}\\
+        \Period[bar/.append style={fill=blue!35}]{Spécification RB+DL=>ARB (crash)}{2025-02-01}{2025-10-15}\\
+      \end{ganttchart}
+    \end{adjustbox}
+    \end{frame}
+
+  % =======================
+  \begin{frame}{Perspectives Académiques 2025-2026}
+    \begin{itemize}
+      \item \textbf{Publication} : soumission d’un article sur \RB{} + \DL{} $\Rightarrow$ \ARB{} en modèle \BFT{} (\textbf{printemps 2026}).
+      \item \textbf{Soumission de la thèse} : rédaction \textbf{fin 2026}, soutenance \textbf{1er semestre 2027}.
+      \begin{itemize}
+        \item Implique une 4ème année de thèse (financement à confirmer avec Scille).
+      \end{itemize}
+    \end{itemize} 
+  \end{frame}
+
+  \end{document}
+  

docs/presentations/LIS/CSI2025/rapport/main.tex

@@ -0,0 +1,222 @@
+
+\documentclass[11pt,a4paper]{article}
+\usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage[french]{babel}
+\usepackage{geometry}
+\geometry{margin=2.2cm}
+\usepackage{graphicx}
+\usepackage{array}
+\usepackage{tabularx}
+\usepackage{longtable}
+\usepackage{booktabs}
+\usepackage{multirow}
+\usepackage{enumitem}
+\usepackage{amssymb}
+\usepackage{fancyhdr}
+\usepackage{pgfgantt}
+\usepackage{hyperref}
+\usepackage{xcolor}
+
+% ---------- Header / Footer with logo top-left on every page ----------
+\pagestyle{fancy}
+\fancyhf{} % clear
+% Replace 'logo_header.pdf' with your actual logo file (AMU/LIS or Scille). Height can be adjusted.
+\fancyhead[L]{\includegraphics[height=12mm]{logo_header.pdf}}
+\fancyfoot[C]{\thepage}
+
+% Avoid underlines for empty fields — we will leave space or boxes instead.
+
+% Table helpers
+\setlength{\extrarowheight}{1pt}
+\renewcommand{\arraystretch}{1.18}
+\newcolumntype{L}[1]{>{\raggedright\arraybackslash}p{#1}}
+\newcolumntype{C}[1]{>{\centering\arraybackslash}p{#1}}
+\newcolumntype{R}[1]{>{\raggedleft\arraybackslash}p{#1}}
+\setlist[itemize]{topsep=2pt,partopsep=0pt,itemsep=2pt,parsep=0pt}
+\setlist[enumerate]{topsep=2pt,partopsep=0pt,itemsep=2pt,parsep=0pt}
+
+% Checkboxes
+\newcommand{\cb}{\(\square\)}
+\newcommand{\cbdone}{\(\blacksquare\)} % when needed
+
+% Title info
+\title{\vspace{-1.5cm}\textbf{Rapport d'activité — 2\`eme Comité de Suivi Individuel (CSI) 2024--2025}\\[2mm]
+\large Thèse CIFRE --- Édition collaborative appliquée au cloud zero-trust}
+\author{Doctorant : Amaury JOLY \\
+Encadrement : Emmanuel GODARD, Corentin TRAVERS \\
+Comité de suivi : Arnaud LABOUREL, Achour MOSTEFAOUI \\
+Affiliations : Université Aix-Marseille (LIS), Scille}
+\date{14 octobre 2025}
+
+\begin{document}
+% ---------- Title page with logo top-left ----------
+\thispagestyle{fancy}
+\maketitle
+\vspace{-8mm}
+\begin{center}
+\includegraphics[height=18mm]{logo_header.pdf}
+\end{center}
+\vspace{4mm}
+\hrule
+\vspace{2mm}
+
+\section*{Résumé}
+Ce rapport présente les activités menées entre octobre 2024 et octobre 2025 dans le cadre de la thèse CIFRE d'Amaury JOLY, portant sur l'édition collaborative appliquée au cloud \emph{zero-trust}. Il reprend la structure et le style du rapport précédent tout en intégrant les éléments académiques, industriels et de recherche de l'année écoulée.\\[2mm]
+
+\section{Informations générales}
+\begin{tabularx}{\textwidth}{L{4.5cm}X}
+\toprule
+\textbf{Doctorant} & Amaury JOLY \\
+\textbf{Encadrants universitaires} & Emmanuel GODARD, Corentin TRAVERS \\
+\textbf{Entreprise (CIFRE)} & Scille (produit: \texttt{parsec.cloud}) \\
+\textbf{Comité de suivi (CSI)} & Arnaud LABOUREL, Achour MOSTEFAOUI \\
+\textbf{Démarrage administratif} & Janvier 2023 \\
+\textbf{Répartition d'activités} & 70\% recherche / 30\% entreprise \\
+\bottomrule
+\end{tabularx}
+
+\section{Contexte de thèse et industriel}
+\subsection{Sujet et cadre}
+Thèse CIFRE sur l'édition collaborative appliquée au cloud \emph{zero-trust} (ZT).
+
+\subsection{Contexte industriel --- partage de fichiers ZT}
+Produit visé : logiciel de partage de fichiers ZT. Hypothèses~: le serveur ne voit que des données chiffrées, ne connaît pas l'identité des utilisateurs ; modèle de communication centralisé (un serveur pour tous les clients) ; hypothèses de confiance limitées pour la redistribution et la disponibilité, serveur honnête mais curieux.
+
+\section{Bilan des formations, enseignement et diverses activités (oct. 2024 --- oct. 2025)}
+\subsection{Formations / événements}
+\begin{itemize}
+  \item \textbf{REDOCS 2024} : 14--19 octobre 2024.
+  \item \textbf{PEPR Trust in Cloud 2024 (Grenoble)} : novembre 2024.
+  \item \textbf{PEPR Trust in Cloud 2025 (Massy)} : octobre 2025.
+  \item \textbf{Séminaires entreprise} : 3 séances en présentiel.
+  \item \textbf{Réunions produit \& R\&D} : toutes les deux semaines.
+\end{itemize}
+
+\subsection{Enseignement}
+\begin{itemize}
+  \item \textbf{M1} : 30 h (24 h TP + 6 h TD).
+\end{itemize}
+
+\section{Missions en entreprise (synthèse)}
+\begin{itemize}
+  \item Document \textbf{BPI} : état de l’art et valeur ajoutée des fonctionnalités d’édition collaborative (équipe R\&D Parsec).
+  \item \textbf{ZT \& Data-Centric Security} : état de l’art pour une réponse à appel d’offres OTAN.
+  \item \textbf{Conseil} : stratégie de sauvegarde dans un contexte pair-à-pair distribué pour l’édition collaborative.
+  \item \textbf{CIR} : rédaction d’un document consolidé couvrant les projets R\&D (état de l’art, besoins spécifiques, caractère innovant, avancées annuelles).
+  \item \textbf{Développement} : fonctionnalités expérimentales dans \texttt{parsec}.
+\end{itemize}
+
+\section{Avancement scientifique}
+\subsection{Rappels : CRDT}
+Les CRDT (Shapiro \emph{et al.}, 2011) spécifient des types de données répliqués atteignant la \emph{cohérence éventuelle} (EC) sans ordre total global, sous hypothèse de \emph{Reliable Broadcast} (RB). L’idée clé est la convergence par construction grâce à la commutativité (souvent associativité et idempotence) des opérations ou jointures d’états. Limites : moins adapté quand des invariants globaux non commutatifs ou des contraintes d’ordre sont requis.
+
+\subsection{PCDO (Frey \emph{et al.}, 2023)}
+Les PCDO étendent les CRDT avec un prédicat de \emph{légalité} d’état. Ils autorisent d’exiger un ordre \emph{par processus} pour certaines opérations, tout en préservant l’asynchronisme et la EC pour les opérations inter-processus (commutatives au sens du prédicat de légalité).
+
+\subsection{Question en cours : \textit{PCDO ?= RB BFT}}
+Question : une implémentation BFT d’un PCDO est-elle équivalente à une implémentation BFT d’un RB ? Travail en cours (pas de résultat concluant à ce jour) : exploration d’algorithmes et des interactions entre légalité locale (par processus) et garanties globales de RB-BFT (accord, intégrité, terminaison).
+
+\subsection{AllowList / DenyList (travaux récents)}
+Spécification d’AllowList (AL) et DenyList (DL) comme registre partagé en système asynchrone avec crashs ; interface fondée sur \texttt{APPEND(x)}, \texttt{PROVE(x)} et \texttt{READ()} ; objectifs : sécurité, auditabilité, progression.
+
+\subsection{Vers ARB avec \textbf{RB + DL} : intuition et contexte ZT}
+\paragraph{Intuition.} Utiliser DL comme mécanisme de verrou/élection pour ordonner les messages livrés via RB et obtenir un \emph{Atomic Reliable Broadcast} (ARB). Fonctionnement par \emph{rounds} :\\[-5pt]
+\begin{enumerate}
+  \item À chaque round, un ensemble non vide de vainqueurs est élu (via DL) et détient le droit d’émettre.
+  \item À la fermeture du round, les autres processus tentent d’être élus au round suivant.
+\end{enumerate}
+Pour les processus lents, un mécanisme de dissémination force le relais/émission afin d’éviter les blocages, et l’ordonnancement par rounds induit un ordre total.
+
+\paragraph{Contexte industriel ZT.} Dans certains usages, les CRDT/PCDO ne suffisent pas : un ordre total global est nécessaire malgré l’asynchronisme. Hypothèse architecturale : un serveur \emph{proxy} ZT (médiateur d’ordonnancement, sans logique métier ni accès en clair) qui \emph{dispatch} et synchronise des messages chiffrés. L’objectif est de rester \emph{zero-trust} tout en centralisant l’ordonnancement au strict nécessaire.
+
+\subsection{État d’avancement (RB + DL $\Rightarrow$ ARB)}
+\begin{itemize}
+  \item \textbf{Algorithme} : spécifié ; preuve en cours de finalisation dans un modèle crash.
+  \item \textbf{Propriété visée} : ARB (accord, validité, intégrité, ordre total).
+  \item \textbf{Perspectives} : extension au modèle byzantin (BFT) ; implémentation d’une DL ZT (p.~ex. calcul homomorphe).
+  \item \textbf{Implémentation} : prototype intégré à \texttt{parsec} pour la fonctionnalité de \emph{chat} collaboratif (en cours).
+\end{itemize}
+
+\section{Planification --- Gantt 2024--2025}
+\begin{center}
+\resizebox{\textwidth}{!}{%
+\begin{ganttchart}[
+  time slot format=isodate,
+  y unit chart=0.7cm,
+  vgrid,
+  hgrid
+]{2024-10-01}{2025-10-01}
+\gantttitlecalendar{year, month=name} \\
+\ganttbar{REDOCS}{2024-10-14}{2024-10-19} \\
+\ganttbar{Séminaires Parsec}{2024-10-01}{2025-10-01} \\
+\ganttbar{PEPR TrustInCloud (Grenoble)}{2024-11-01}{2024-11-30} \\
+\ganttbar{Livrable BPI}{2024-12-01}{2025-01-31} \\
+\ganttbar{État de l'art OTAN}{2025-01-01}{2025-02-28} \\
+\ganttbar{Conseil sauvegarde P2P}{2025-02-01}{2025-03-31} \\
+\ganttbar{Rédaction CIR}{2025-03-01}{2025-05-31} \\
+\ganttbar{Cours M1}{2025-09-01}{2025-10-01} \\
+\ganttbar{PCDO BFT vs RB BFT}{2024-10-01}{2025-06-30} \\
+\ganttbar{Spécif. RB+DL $\Rightarrow$ ARB (crash)}{2025-04-01}{2025-10-01}
+\end{ganttchart}
+}
+\end{center}
+
+\section{Production scientifique, valorisation, expérience internationale}
+% Two-column checkboxes layout + single cell for Avis / Points / Reco
+\begin{longtable}{L{0.35\textwidth}L{0.3\textwidth}L{0.3\textwidth}}
+\toprule
+\textbf{Catégorie} & \textbf{Activités (cases à cocher)} & \textbf{Détails (si applicable)}\\
+\midrule
+\endfirsthead
+\toprule
+\textbf{Catégorie} & \textbf{Activités (cases à cocher)} & \textbf{Détails (si applicable)}\\
+\midrule
+\endhead
+\textbf{Production scientifique} & \cb~Article journal \quad \cb~Conf. int. \quad \cb~Conf. nat. \quad \cb~Préprint & \\[2mm]
+\textbf{Valorisation / Transfert} & \cb~Livrable \quad \cb~Logiciel (OSS) \quad \cb~Démonstrateur & \\[2mm]
+\textbf{Expérience internationale} & \cb~Séjour (dates:\hspace{1.5cm}) \quad \cb~Collab. int. & \\
+\bottomrule
+\end{longtable}
+
+\vspace{1mm}
+\noindent\textbf{Avis, Points de vigilance, Recommandations}\\[1mm]
+\begin{tabularx}{\textwidth}{|X|}
+\hline
+\vspace{0pt}\textbf{Avis} : \vspace{20mm}\\
+\textbf{Points de vigilance} : \vspace{20mm}\\
+\textbf{Recommandations} : \vspace{25mm}\\ \\
+\hline
+\end{tabularx}
+
+\section{Conditions de la formation doctorale (alignement amélioré)}
+\begin{tabularx}{\textwidth}{L{0.45\textwidth}X}
+\toprule
+\textbf{Sujet de thèse} & Édition collaborative appliquée au cloud zero-trust \\
+\textbf{École doctorale} & (à compléter) \\
+\textbf{Laboratoire} & LIS (AMU) \\
+\textbf{Financement} & CIFRE (Scille) \\
+\textbf{Formations suivies} & REDOCS 2024 ; PEPR Trust in Cloud 2024/2025 \\
+\textbf{Enseignement} & M1 : 30 h (24 h TP + 6 h TD) \\
+\textbf{Autres} & Séminaires entreprise (3) ; réunions produit/R\&D bi-hebdo \\
+\bottomrule
+\end{tabularx}
+
+\section{Perspectives académiques 2025--2026}
+\begin{itemize}
+  \item \textbf{Publication} : soumission d’un article \emph{RB + DL $\Rightarrow$ ARB} en modèle BFT (printemps 2026).
+  \item \textbf{Thèse} : début de rédaction fin 2026 ; soutenance visée au 1\textsuperscript{er} semestre 2027 (implique une 4\`eme année --- financement à confirmer avec Scille).
+\end{itemize}
+
+\section*{Espace réservé au compte rendu du CSI (à remplir le jour J)}
+\begin{tabularx}{\textwidth}{|L{0.22\textwidth}|X|}
+\hline
+\textbf{Participants} & \\[10mm]\hline
+\textbf{Synthèse des échanges} & \\[30mm]\hline
+\textbf{Décisions / Actions} & \\[20mm]\hline
+\end{tabularx}
+
+\vfill
+\noindent\footnotesize{Remarques de mise en page : (i) logo en haut à gauche sur toutes les pages ; (ii) pas de soulignement des champs vides ; (iii) listes en tableaux alignées en haut des cellules ; (iv) structure fidèle au rapport précédent ; (v) sections \og Avis, Points de vigilance, Recommandations\fg{} regroupées en une même cellule.}
+
+\end{document}

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docs/presentations/autre/WinterSchoolGDRCyber2026/localiteetat_hc.tex

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+\resizebox{\columnwidth}{!}{%
+    \begin{tikzpicture}[
+        roundnode/.style={circle, draw=black, fill=black, very thick, minimum size=1pt,},
+        ignorednode/.style={circle, draw=black!20, fill=black!20, very thick, minimum size=1pt,},
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+        ]
+
+        \node[roundnode, draw=red, fill=red] (11) {};
+        \node[left] at (11.west) {$p_0$};
+        \node[above] at (11.north) {$w(1)$};
+        \node[roundnode, draw=blue, fill=blue] (12) [right=of 11] {};
+        \node[above] at (12.north) {$r/(0,0)$};
+        \node[roundnode, draw=blue, fill=blue] (13) [right=of 12] {};
+        \node[above] at (13.north) {$r/(0,2)^w$};
+
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+    \end{tikzpicture}
+}

docs/presentations/autre/WinterSchoolGDRCyber2026/main.tex

@@ -0,0 +1,265 @@
+\documentclass{beamer}
+\usetheme{Boadilla}
+\usecolortheme{orchid}
+
+\usepackage[T1]{fontenc}
+\usepackage[utf8]{inputenc}
+\usepackage[french]{babel}
+\usepackage{stackengine}
+
+\addtobeamertemplate{navigation symbols}{}{%
+    \usebeamerfont{footline}%
+    \usebeamercolor[fg]{footline}%
+    \hspace{1em}%
+    \insertframenumber/\inserttotalframenumber
+}
+\usepackage{ulem}
+\usepackage{tkz-tab}
+\setbeamertemplate{blocks}[rounded]%
+[shadow=true]
+\AtBeginSection{%
+    \begin{frame}
+        \tableofcontents[sections=\value{section}]
+    \end{frame}
+}
+
+\usepackage{tikz}
+\usetikzlibrary{positioning}
+\usetikzlibrary{calc}
+\usetikzlibrary{arrows.meta}
+
+\title{Amaury JOLY - Winter School GDR Cybersécurité}
+\author{Amaury JOLY}
+\institute{Université Aix-Marseille \\ Laboratoire d'Informatique et Systèmes (LIS)}
+\date{Janvier 2026}
+
+\begin{document}
+
+\begin{frame}
+    \titlepage 
+    \vspace{-1.2em}
+
+    \begin{center}
+      \includegraphics[height=1cm]{images/logoamu}\hspace{1cm}%
+      \includegraphics[height=1.5cm]{images/logolis}\hspace{1cm}
+      \includegraphics[height=0.9cm]{images/logodalgo}\hspace{1cm}%
+      \includegraphics[height=0.6cm]{images/logoparsec}
+    \end{center}
+\end{frame}
+
+
+\begin{frame}{Who am I?}
+  \begin{itemize}
+    \item \textbf{Amaury JOLY}
+    \item 3rd-year PhD candidate at the \textbf{Laboratory of Informatics and Systems (LIS)}
+    \item \textbf{Distributed Algorithms} team
+    \item Supervised by \textbf{Emmanuel GODARD} and \textbf{Corentin TRAVERS}
+    \item \textbf{CIFRE} PhD with the company \textbf{Parsec}
+  \end{itemize}
+\end{frame}
+
+%------------------------------------------------------------
+\begin{frame}{Parsec: company \& product}
+  \begin{itemize}
+    \item \textbf{Parsec} develops an end-to-end encrypted file sharing platform
+    \item Client--server solution: users collaborate through shared workspaces
+    \item \textbf{End-to-end encryption}: the server only sees \emph{ciphertexts}
+    \item \textbf{Distributed PKI management among clients} (keys/identities handled at the edge)
+    \item \alert{one central server stores encrypted data and redistributes it to clients}
+  \end{itemize}
+\end{frame}
+
+%------------------------------------------------------------
+\begin{frame}{My topic (high level)}
+  \begin{block}{Problem statement}
+    \textit{``Weak consistency in a zero-trust cloud for real-time collaborative applications.''}
+  \end{block}
+
+  \vspace{0.4em}
+  \begin{itemize}
+    \item Real-time collaboration: concurrent updates, low latency, intermittent connectivity
+    \item We want \textbf{weak consistency} (e.g., eventual / causal behaviors) with clear semantics under concurrency
+    \item \textbf{Zero-trust cloud} (Parsec-like setting):
+      \begin{itemize}
+        \item central server trusted for \textbf{availability} only
+        \item server can be \textbf{honest-but-curious} (observes metadata, stores/forwards ciphertexts)
+        \item \textbf{no trust assumptions on clients} (they may be compromised or mutually distrustful)
+      \end{itemize}
+  \end{itemize}
+\end{frame}
+
+\begin{frame}
+    \frametitle{Our Model}
+        \begin{block}{Assumptions}
+            \begin{itemize}
+                \item The system is highly connected
+                \item The system is not partitionable
+                \item The system is asynchronous (i.e., no assumption on message delays or relative process speeds)
+                \item Nodes can fail by \textbf{crash} (i.e., stop functioning)
+                \item Nodes can be \textbf{Byzantine} (i.e., arbitrary behavior)
+                \item The communication network is reliable but byzantine nodes can delay or reorder messages
+                \item There is a Reliable Broadcast abstraction available
+            \end{itemize}
+        \end{block}
+\end{frame}
+
+\begin{frame}
+    \frametitle{Consistency classes}
+    \begin{columns}
+        \column{0.5\textwidth}
+        \resizebox{\columnwidth}{!}{
+            \includegraphics{images/carte_criteres.png}
+        }
+
+        \column{0.5\textwidth}
+        One approach to define the consistency of an algorithm is to place the concurrent history it produces into a consistency class. \\
+        We can define 3 consistency classes:
+        \begin{itemize}
+            \item \textbf{State Locality} (LS)
+            \item \textbf{Validity} (V)
+            \item \textbf{Eventual Consistency} (EC)
+        \end{itemize}
+    \end{columns}
+\end{frame}
+
+\begin{frame}
+    \frametitle{State Locality (LS)}
+
+    \begin{columns}
+        \column{0.4\textwidth}
+        \include{localiteetat_hc}
+        \column{0.6\textwidth}
+        \begin{block}{Definition}
+            For every process $p$, there exists a linearization containing all of $p$'s read operations. \\
+        \end{block}
+        \begin{math}
+            \begin{array}{ll}
+                e.g.: & \textcolor{blue}{C_{p_1} = \{r/(0,0), r/(0,2)^w, w(2)\}}, \\
+                      & \textcolor{red}{C_{p_2} = \{r/(0,0), r/(0,1)^w, w(1)\}},  \\
+                      & \textcolor{blue}{r/(0,0) \bullet w(2) \bullet r/(0,2)^w}  \\
+                      & \textcolor{red}{r/(0,0) \bullet w(1) \bullet r/(0,1)^w}   \\
+            \end{array}
+        \end{math}
+    \end{columns}
+
+
+    \begin{flushright}
+        \begin{math}
+            LS = \left\{
+            \begin{array}{l}
+                \mathcal{T} \rightarrow \mathcal{P}(\mathcal{H}) \\
+                T \rightarrow \left\{
+                \begin{tabular}{lll}
+                    $H \in \mathcal{H}:$ & \multicolumn{2}{l}{$\forall p \in \mathcal{P}_H, \exists C_p \subset E_H,$}                                                       \\
+                                         &                                                                             & $\hat{Q}_{T,H} \subset C_p$                         \\
+                                         & $\land$                                                                     & $lin(H[p \cap C_p / C_p]) \cap L(T) \neq \emptyset$ \\
+                \end{tabular}
+                \right.                                          \\
+            \end{array}
+            \right.
+        \end{math}
+    \end{flushright}
+\end{frame}
+
+
+\begin{frame}
+    \frametitle{Validity (V)}
+
+    \begin{columns}
+        \column{0.4\textwidth}
+        \include{validite_hc}
+        \column{0.6\textwidth}
+        \begin{block}{Definition}
+            There exists a co-finite set of events such that for each of them, a linearization of all write operations justifies them. \\
+        \end{block}
+        \begin{math}
+            \begin{array}{ll}
+                e.g.: & E' = \{r/(2,1)^w, r/(1,2)^w\}                        \\
+                      & w(2) \bullet w(1) \bullet \textcolor{red}{r/(2,1)^w} \\
+                      & w(1) \bullet w(2) \bullet \textcolor{red}{r/(1,2)^w} \\
+            \end{array}
+        \end{math}
+    \end{columns}
+
+
+    \begin{flushright}
+        \begin{math}
+            V = \left\{
+            \begin{array}{l}
+                \mathcal{T} \rightarrow \mathcal{P}(\mathcal{H}) \\
+                T \rightarrow \left\{
+                \begin{array}{lll}
+                    H \in \mathcal{H}: & \multicolumn{2}{l}{|U_{T,H}| = \infty}                                                                       \\
+                                       & \lor                                   & \exists E' \subset E_H, (|E_H \setminus E'| < \infty                \\
+                                       &                                        & \land \forall e \in E', lin(H[E_H / {e}]) \cap L(T) \neq \emptyset) \\
+                \end{array}
+                \right.                                          \\
+            \end{array}
+            \right.
+        \end{math}
+    \end{flushright}
+\end{frame}
+
+
+\begin{frame}
+    \frametitle{Eventual Consistency (EC)}
+
+    \begin{columns}
+        \column{0.4\textwidth}
+        \include{convergence_hc}%
+        \column{0.5\textwidth}
+        \begin{block}{Definition}
+            There exists a co-finite set of events such that for each of them, a single linearization justifies them. \\
+        \end{block}
+        \begin{math}
+            \begin{array}{ll}
+                e.g.: & E' = \{r/(1,2)^w, r/(1,2)^w\}                        \\
+                      & w(1) \bullet w(2) \bullet \textcolor{red}{r/(1,2)^w} \\
+            \end{array}
+        \end{math}
+    \end{columns}
+
+
+    \begin{flushright}
+        \begin{math}
+            EC = \left\{
+            \begin{array}{l}
+                \mathcal{T} \rightarrow \mathcal{P}(\mathcal{H}) \\
+                T \rightarrow \left\{
+                \begin{array}{lll}
+                    H \in \mathcal{H}: & \multicolumn{2}{l}{|U_{T,H}| = \infty}                                                                                  \\
+                                       & \lor                                   & \exists E' \subset E_H, |E_H \setminus E'| < \infty                            \\
+                                       &                                        & \land \displaystyle\bigcap_{e \in E'} \delta_T^{-1}(\lambda(e)) \neq \emptyset \\
+                \end{array}
+                \right.                                          \\
+            \end{array}
+            \right.
+        \end{math}
+    \end{flushright}
+\end{frame}
+
+\begin{frame}{Main Work}
+    \begin{itemize}
+        \item We designed a distributed algorithm that use a \textbf{byzantine-tolerant eventually consistent register} in our model to achieve Agreement with $t < n/3$ Byzantine nodes.
+        \item I'm working on a framework using this algorithm to build collaborative applications for the context of a zero-trust cloud. 
+    \end{itemize}
+\end{frame}
+
+\begin{frame}
+    \frametitle{Thank you for your attention!}
+    \vfill
+    \begin{center}
+        \includegraphics[height=1cm]{images/logoamu}\hspace{1cm}%
+        \vspace{1em}
+
+        \includegraphics[height=1.5cm]{images/logolis}\hspace{1cm}%
+        \vspace{1em}
+
+        \includegraphics[height=0.9cm]{images/logodalgo}\hspace{1cm}%
+        \vspace{1em}
+
+        \includegraphics[height=0.6cm]{images/logoparsec}
+    \end{center}
+\end{frame}
+
+\end{document}

docs/presentations/autre/WinterSchoolGDRCyber2026/validite_hc.tex

@@ -0,0 +1,31 @@
+\resizebox{\columnwidth}{!}{%
+    \begin{tikzpicture}[
+        roundnode/.style={circle, draw=black, fill=black, very thick, minimum size=1pt,},
+        ignorednode/.style={circle, draw=black!20, fill=black!20, very thick, minimum size=1pt,},
+        arrow/.style={|->, thick,},
+        message/.style={->, blue!50, dashed, -{Circle[length=4pt,]}},
+        ]
+
+        \node[roundnode] (11) {};
+        \node[left] at (11.west) {$p_0$};
+        \node[above] at (11.north) {$w(1)$};
+        \node[roundnode] (12) [right=of 11] {};
+        \node[above] at (12.north) {$r/(0,1)$};
+        \node[roundnode] (13) [right=of 12] {};
+        \node[above] at (13.north) {$r/(2,1)^w$};
+
+        \draw[arrow] (11) -- (12);
+        \draw[arrow] (12) -- (13);
+
+        \node[roundnode] (21) [below=of 11] {};
+        \node[left] at (21.west) {$p_1$};
+        \node[below] at (21.south) {$w(2)$};
+        \node[roundnode] (22) [right=of 21] {};
+        \node[below] at (22.south) {$r/(0,2)$};
+        \node[roundnode] (23) [right=of 22] {};
+        \node[below] at (23.south) {$r/(1,2)^w$};
+
+        \draw[arrow] (21) -- (22);
+        \draw[arrow] (22) -- (23);
+    \end{tikzpicture}
+}

docs/presentations/autre/capitoledulibre/main.tex

@@ -0,0 +1,647 @@
+\documentclass[aspectratio=43]{beamer}
+
+\usetheme{Berlin}
+%\usefonttheme{professionalfonts}
+
+\usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage[french]{babel}
+\usepackage{mathtools,amssymb}
+\usepackage{microtype}
+\usepackage{pgfgantt}
+\usepackage{adjustbox}
+\usetikzlibrary{positioning}
+% \usepackage{qrcode}
+
+\title[]{Systèmes centralisés, fédérés et pair à pair : vu par la théorie des graphs}
+\author{Amaury JOLY}
+\institute[AMU - Skeptikon - Parsec]{Aix-Marseille université, Skeptikon, Parsec.cloud}
+
+\begin{document}
+
+\begin{frame}{}
+    \titlepage
+\end{frame}
+
+\note{test}
+\begin{frame}{Qui suis-je}
+    \begin{itemize}
+        \item \textbf{Doctorant} en informatique distribué
+        \begin{itemize}
+            \item \textit{Étude de la cohérence des données dans les systèmes distribués}
+        \end{itemize}
+        \item Ingénieur R\&D chez \textbf{Parsec.cloud}
+        \item Membre de l'association \textbf{Skeptikon}
+    \end{itemize}
+\end{frame}
+
+\section{Introduction a l'algorithmie distribué}
+
+\begin{frame}{Un système distribué c'est quoi}
+    \begin{quote}
+        On définit un système comme un ensemble de processus. On considère qu'un système est dit distribué lorsque plusieurs processus distincts travail à la réalisation d'une tâche commune.
+    \end{quote}
+
+    \vspace{1em}
+    Par exemple la rédaction de documents collaboratifs (ex: cryptpad, grist, colabora), le chat (ex: matrix, signal, XMPP, IRC, IMAP), le partage d'annuaire de vidéo (ex: PeerTube), la résolution des noms de domaines (DNS).
+\end{frame}
+
+\begin{frame}{Définir un système distribué: le modèle de communication}
+    La recherche traite globalement deux modèles de communication 
+    \begin{itemize}
+        \item Shared-Register
+
+        \pause
+        
+        \resizebox{0.5\linewidth}{!}{%
+          \begin{tikzpicture}[
+            node distance=1.8cm and 2.4cm,
+            process/.style={draw, circle, thick, minimum size=1cm, font=\small},
+            mem/.style={draw, thick, rounded corners, minimum width=5cm, minimum height=1.8cm, fill=gray!10},
+            reg/.style={draw, thin, minimum width=1.1cm, minimum height=0.7cm, font=\scriptsize},
+            arrow/.style={-Latex, thick}
+          ]
+        
+          % --- Mémoire partagée (abstraction) ---
+          \node[mem] (mem) {};
+        
+          % Quelques registres logiques dans la mémoire
+          \node[reg] (r1) at ($(mem.west)!0.2!(mem.east)$) {$R_1$};
+          \node[reg] (r2) at ($(mem.west)!0.5!(mem.east)$) {$R_\dots$};
+          \node[reg] (r3) at ($(mem.west)!0.8!(mem.east)$) {$R_n$};
+        
+          \node[font=\scriptsize, below=0.15cm of mem]{Tous les processus voient la même mémoire logique};
+        
+          % --- Processus concurrents ---
+          \node[process] (p1) [left=of p2] {$P_1$};
+          \node[process] (p2) [above=1.8cm of mem] {$P_\dots$};
+          \node[process] (p3) [right=of p2] {$P_n$};
+        
+          % --- Accès mémoire : opérations read/write ---
+          \draw[arrow] (p1.south) -- (r1.north);
+          \draw[arrow] (p1.south) -- (r2.north);
+          \draw[arrow] (p1.south) -- (r3.north);
+          \draw[arrow] (p2.south) -- (r2.north);
+          \draw[arrow] (p2.south) -- (r1.north);
+          \draw[arrow] (p2.south) -- (r3.north);
+          \draw[arrow] (p3.south) -- (r1.north);
+          \draw[arrow] (p3.south) -- (r2.north);
+          \draw[arrow] (p3.south) -- (r3.north);
+        
+          \end{tikzpicture}
+        }
+    \end{itemize}
+\end{frame}
+
+\begin{frame}{Définir un système distribué: le modèle de communication}
+    \begin{itemize}
+        \item Shared-Register
+        \item \textbf{Message-passing}
+
+        \centering
+        \resizebox{0.2\linewidth}{!}{%
+          \begin{tikzpicture}[
+            node distance=2.2cm and 1.4cm,
+            process/.style={draw, circle, thick, minimum size=1cm, font=\small},
+            state/.style={draw, thin, rounded corners, minimum width=1.6cm, 
+                          minimum height=0.7cm, font=\scriptsize, fill=gray!10},
+            msg/.style={-Latex, thick},
+            netbox/.style={draw, dashed, rounded corners, thick, inner sep=0.4cm}
+          ]
+        
+          % --- Processus avec état local ---
+          \node[process] (p1) {$P_1$};
+          \node[process] (p2) [above=of p1] {$P_2$};
+          \node[process] (p3) [right=of p1] {$P_3$};
+        
+          \node[state] (s1) [below=0.7cm of p1] {état local $S_1$};
+          \node[state] (s2) [above=0.7cm of p2] {état local $S_2$};
+          \node[state] (s3) [below=0.7cm of p3] {état local $S_3$};
+        
+          % --- Messages entre processus ---
+          \draw[msg] (p1) to[bend left=15] node[above, font=\scriptsize]{message $m_1$} (p2);
+          \draw[msg] (p2) to[bend left=15] node[above, font=\scriptsize]{message $m_2$} (p3);
+          \draw[msg] (p3) to[bend left=15] node[above, font=\scriptsize]{message $m_3$} (p1);
+                
+          \end{tikzpicture}
+        }%
+        
+    \end{itemize}
+\end{frame}
+
+\begin{frame}{Définir un système distribué: le modèle de synchronisme}
+    La recherche distingue deux grandes hypothèses de synchronisme :
+    \begin{itemize}
+        \item \textbf{Synchrone} (temps découpé en tours / rounds)
+
+        \pause
+        
+        \centering
+        \resizebox{0.7\linewidth}{!}{%
+          \begin{tikzpicture}[
+            x=1.4cm, y=0.9cm,
+            msg/.style={-Latex, thick},
+            proc/.style={font=\small},
+            roundline/.style={thick},
+            sep/.style={dashed, gray}
+          ]
+          
+          % --- Processus ---
+          \node[proc, anchor=east] at (0,0)   {$P_1$};
+          \node[proc, anchor=east] at (0,-1)  {$P_2$};
+          \node[proc, anchor=east] at (0,-2)  {$P_3$};
+
+          % --- Lignes de temps pour chaque processus ---
+          \foreach \y in {0,-1,-2}{
+            \draw[roundline] (0.2,\y) -- (3.0,\y);
+          }
+
+          % --- Séparation en tours synchrones ---
+          \foreach \x/\t in {0.8/1,1.6/2,2.4/3}{
+            \draw[sep] (\x,0.3) -- (\x,-2.3);
+            \node[font=\scriptsize] at (\x+0.35,0.35) {tour \t};
+          }
+
+          % --- Messages livrés dans le tour suivant ---
+          \draw[msg] (0.35,0)   .. controls (0.55,-0.2) .. (0.75,-1);   % P1 -> P2 dans le tour 1
+          \draw[msg] (1.0,-1)   .. controls (1.2,-1.8) .. (1.4,-2);     % P2 -> P3 dans le tour 2
+          \draw[msg] (1.7,-2)   .. controls (1.9,-1.2) .. (2.1,0);      % P3 -> P1 dans le tour 3
+
+          % --- Légende ---
+          \node[font=\scriptsize, align=center] at (1.6,-2.6){Bornes connues sur les durées de calcul et de communication,\\
+             tous les processus avancent par tours synchrones};
+          
+          \end{tikzpicture}
+        }
+    \end{itemize}
+\end{frame}
+
+\begin{frame}{Définir un système distribué: les modèles de synchronisme}
+    \begin{itemize}
+        \item Synchrone
+        \item \textbf{Asynchrone}
+    \end{itemize}
+
+    \pause
+
+    \centering
+    \resizebox{0.7\linewidth}{!}{%
+      \begin{tikzpicture}[
+        x=1.4cm, y=0.9cm,
+        msg/.style={-Latex, thick},
+        proc/.style={font=\small},
+        opbox/.style={draw, rounded corners, thick}
+      ]
+      
+        % --- Processus ---
+        \node[proc, anchor=east] at (0,0)   {$P_1$};
+        \node[proc, anchor=east] at (0,-1)  {$P_2$};
+        \node[proc, anchor=east] at (0,-2)  {$P_3$};
+
+        \pause
+
+        % --- Lignes de temps pour chaque processus ---
+        \foreach \y in {0,-1,-2}{
+          \draw[thick] (0.2,\y) -- (3.0,\y);
+        }
+
+        \pause
+
+        % --- "Ticks" locaux non alignés (horloges indépendantes) ---
+        \foreach \x in {0.5,1.2,2.3}{
+          \draw (\x,0.1) -- (\x,-0.1);       % P1
+        }
+        \foreach \x in {0.4,1.5,2.6}{
+          \draw (\x,-0.9) -- (\x,-1.1);      % P2
+        }
+        \foreach \x in {0.7,1.8,2.1}{
+          \draw (\x,-1.9) -- (\x,-2.1);      % P3
+        }
+
+        \pause
+
+        % --- Messages ---
+        \draw[msg] (0.35,0) -- (0.8,-1);
+        \draw[msg] (0.35,0) -- (2.5,-2);
+
+        \pause
+
+        \draw[msg] (1.0,-1) -- (1.8,0);
+        \draw[msg] (1.0,-1) -- (2.2,-2);
+
+        \pause
+
+        \draw[msg] (1.4,-2) -- (2.1,0);
+        \draw[msg] (1.4,-2) -- (2.5,-1);
+
+        \pause
+        % op_1 : diffusion de P1
+        % commence à x = 0.35 (émission) et finit à x = 2.5 (dernier reçu : P3)
+        \draw[opbox,densely dotted] (0.35,0.25) rectangle (2.5,-0.25);
+        % ligne de vie de P1 en pointillé dans l'intervalle de op_1
+        \draw[thick,densely dotted] (0.35,0) -- (2.5,0);
+        \node[font=\scriptsize, anchor=west] at (2.55,-0.2) {$op_1$};
+
+        \pause
+        % op_2 : diffusion de P2
+        % commence à x = 1.0 (émission) et finit à x = 2.2 (dernier reçu : P3)
+        \draw[opbox,densely dotted] (1.0,-0.75) rectangle (2.2,-1.25);
+        % ligne de vie de P2 en pointillé dans l'intervalle de op_2
+        \draw[thick,densely dotted] (1.0,-1) -- (2.2,-1);
+        \node[font=\scriptsize, anchor=west] at (2.25,-1.2) {$op_2$};
+        
+        \pause
+        % op_3 : diffusion de P3
+        % commence à x = 1.4 (émission) et finit à x = 2.5 (dernier reçu : P2)
+        \draw[opbox,densely dotted] (1.4,-1.75) rectangle (2.5,-2.25);
+        % ligne de vie de P3 en pointillé dans l'intervalle de op_3
+        \draw[thick,densely dotted] (1.4,-2) -- (2.5,-2);
+        \node[font=\scriptsize, anchor=west] at (2.55,-2.2) {$op_3$};
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+\begin{frame}{Définir un système distribué: les modèles de synchronisme}
+    \begin{itemize}
+        \item Synchrone
+        \item \textbf{Asynchrone}
+    \end{itemize}
+
+    \centering
+    \resizebox{0.7\linewidth}{!}{%
+      \begin{tikzpicture}[
+        x=1.4cm, y=0.9cm,
+        msg/.style={-Latex, thick},
+        proc/.style={font=\small},
+        opbox/.style={draw, rounded corners, thick}
+      ]
+      
+        % --- Processus ---
+        \node[proc, anchor=east] at (0,0)   {$P_1$};
+        \node[proc, anchor=east] at (0,-1)  {$P_2$};
+        \node[proc, anchor=east] at (0,-2)  {$P_3$};
+
+        % --- Lignes de temps pour chaque processus ---
+        \foreach \y in {0,-1,-2}{
+          \draw[thick] (0.2,\y) -- (3.0,\y);
+        }
+
+        % op_1 : diffusion de P1
+        % commence à x = 0.35 (émission) et finit à x = 2.5 (dernier reçu : P3)
+        \draw[opbox,densely dotted] (0.35,0.25) rectangle (2.5,-0.25);
+        % ligne de vie de P1 en pointillé dans l'intervalle de op_1
+        \draw[thick,densely dotted] (0.35,0) -- (2.5,0);
+        \node[font=\scriptsize, anchor=west] at (2.55,-0.2) {$op_1$};
+
+        % op_2 : diffusion de P2
+        % commence à x = 1.0 (émission) et finit à x = 2.2 (dernier reçu : P3)
+        \draw[opbox,densely dotted] (1.0,-0.75) rectangle (2.2,-1.25);
+        % ligne de vie de P2 en pointillé dans l'intervalle de op_2
+        \draw[thick,densely dotted] (1.0,-1) -- (2.2,-1);
+        \node[font=\scriptsize, anchor=west] at (2.25,-1.2) {$op_2$};
+        
+        % op_3 : diffusion de P3
+        % commence à x = 1.4 (émission) et finit à x = 2.5 (dernier reçu : P2)
+        \draw[opbox,densely dotted] (1.4,-1.75) rectangle (2.5,-2.25);
+        % ligne de vie de P3 en pointillé dans l'intervalle de op_3
+        \draw[thick,densely dotted] (1.4,-2) -- (2.5,-2);
+        \node[font=\scriptsize, anchor=west] at (2.55,-2.2) {$op_3$};
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+\section{Les différentes architectures de systèmes}
+
+\subsection{Les systèmes centralisés}
+
+\begin{frame}{Système centralisé}
+    \begin{itemize}
+        \item Architecture client--serveur
+        \item Un seul serveur central maintient l'état
+    \end{itemize}
+
+    \vspace{0.3cm}
+    \centering
+    \resizebox{0.6\linewidth}{!}{%
+      \begin{tikzpicture}[
+        node distance=1.8cm and 2.5cm,
+        client/.style={draw, circle, thick, minimum size=1cm, font=\small},
+        server/.style={draw, thick, rounded corners, minimum width=2.8cm, 
+                       minimum height=1.2cm, font=\small, fill=gray!10},
+        msg/.style={-Latex, thick},
+        resp/.style={Latex-, thick, dashed}
+      ]
+
+        % --- Serveur central ---
+        \node[server] (srv) at (0,0) {Serveur central};
+
+        % --- Clients ---
+        \node[client] (c1) at (-3,0) {$P_1$};
+        \node[client] (c2) at (0,-2) {$P_2$};
+        \node[client] (c3) at (3,-0) {$P_3$};
+
+        % --- Messages requête / réponse ---
+        \draw[msg]  (c1.east) -- (srv.west);
+        \draw[msg]  (c2.north) -- (srv.south);
+        \draw[msg]  (c3.west) -- (srv.east);
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+
+\begin{frame}{Système centralisé : exécution parallèle des clients}
+    \begin{itemize}
+        \item Requêtes concurrentes côté clients
+        \item Traitement séquentiel côté serveur (ordre total)
+    \end{itemize}
+
+    \vspace{0.3cm}
+    \centering
+    \resizebox{0.6\linewidth}{!}{%
+      \begin{tikzpicture}[
+        x=1.4cm, y=0.9cm,
+        msg/.style={-Latex, thick},
+        proc/.style={font=\small},
+        opbox/.style={draw, rounded corners, thick, fill=gray!10}
+      ]
+
+        % --- Processus : serveur + clients (lignes de vie) ---
+        \node[proc, anchor=east] at (0,0)    {$Serveur$};
+        \node[proc, anchor=east] at (0,-1)   {$P_1$};
+        \node[proc, anchor=east] at (0,-2)   {$P_2$};
+        \node[proc, anchor=east] at (0,-3)   {$P_3$};
+
+        \pause
+
+        % --- Lignes de temps ---
+        \foreach \y in {0,-1,-2,-3}{
+          \draw[thick] (0.2,\y) -- (4.0,\y);
+        }
+
+        \pause
+        % --- Requêtes des clients vers le serveur (légèrement décalées) ---
+        \draw[msg] (0.8,-1) -- (1.2,0)
+           node[midway, left, font=\scriptsize] {$op_1$};
+        \draw[msg] (0.9,-2) -- (1.3,0)
+           node[midway, left, font=\scriptsize] {$op_2$};
+        \draw[msg] (1.0,-3) -- (1.4,0)
+           node[midway, left, font=\scriptsize] {$op_3$};
+
+        % (On suggère qu'elles sont émises "en parallèle" côté clients.)
+
+        \pause
+        % --- Traitement séquentiel au serveur : op_1, op_2, op_3 ---
+        % op_1
+        \node[opbox, minimum width=0.2cm, minimum height=0.5cm] (o1) at (1.8,0) {$op_1$};
+        % op_2
+        \node[opbox, minimum width=0.2cm, minimum height=0.5cm, right=0.2cm of o1] (o2) {$op_2$};
+        % op_3
+        \node[opbox, minimum width=0.2cm, minimum height=0.5cm, right=0.2cm of o2] (o3) {$op_3$};
+
+        % Relier dans l'ordre pour bien montrer la séquentialisation
+        \draw[->, thick] (o1.east) -- (o2.west);
+        \draw[->, thick] (o2.east) -- (o3.west);
+
+        % --- Réponses (optionnelles, pour fermer la boucle) ---
+        \pause
+        \draw[msg] (o1.south) -- (2,-1);
+        \draw[msg] (o1.south) -- (2,-2);
+        \draw[msg] (o1.south) -- (2,-3);
+        \draw[msg] (o2.south) -- (2.8,-1);
+        \draw[msg] (o2.south) -- (2.8,-2);
+        \draw[msg] (o2.south) -- (2.8,-3);
+        \draw[msg] (o3.south) -- (3.8,-1);
+        \draw[msg] (o3.south) -- (3.8,-2);
+        \draw[msg] (o3.south) -- (3.8,-3);
+
+        % --- Évolution de l'état (optionnel mais parlant) ---
+        \node[font=\scriptsize, align=left] at (2.7,0.9)
+           {$S_0 \xrightarrow{op_1} S_1 \xrightarrow{op_2} S_2 \xrightarrow{op_3} S_3$};
+      \end{tikzpicture}
+    }
+\end{frame}
+
+\subsection{Les systèmes pair à pair}
+
+\begin{frame}{Système pair à pair}
+    \begin{itemize}
+        \item Pas de serveur central
+        \item Chaque processus entretient son état local en fonction des messages recu.
+    \end{itemize}
+
+    \vspace{0.3cm}
+    \centering
+    \resizebox{0.6\linewidth}{!}{%
+      \begin{tikzpicture}[
+        node distance=1.8cm and 2.5cm,
+        peer/.style={draw, circle, thick, minimum size=1cm, font=\small},
+        link/.style={<->, thick}
+      ]
+
+        % --- Pairs ---
+        \node[peer] (p1) at (-2,0) {$P_1$};
+        \node[peer] (p2) at ( 2,0) {$P_2$};
+        \node[peer] (p3) at ( 0,-2) {$P_3$};
+
+        % --- Connexions pair à pair ---
+        \draw[link] (p1) -- (p2);
+        \draw[link] (p1) -- (p3);
+        \draw[link] (p2) -- (p3);
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+\begin{frame}{Système pair à pair : exécution parallèle}
+    \begin{itemize}
+        \item Chaque pair exécute des opérations concurrentes
+        \item Pas de serveur central pour imposer un ordre total
+    \end{itemize}
+
+    \centering
+    \resizebox{0.7\linewidth}{!}{%
+      \begin{tikzpicture}[
+        x=1.4cm, y=0.9cm,
+        proc/.style={font=\small},
+        opbox/.style={draw, rounded corners, thick}
+      ]
+      
+        % --- Processus ---
+        \node[proc, anchor=east] at (0,0)   {$P_1$};
+        \node[proc, anchor=east] at (0,-1)  {$P_2$};
+        \node[proc, anchor=east] at (0,-2)  {$P_3$};
+
+        % --- Lignes de temps pour chaque processus ---
+        \foreach \y in {0,-1,-2}{
+          \draw[thick] (0.2,\y) -- (3.0,\y);
+        }
+
+        % op_1 : opération de P1
+        % commence à x = 0.35 et finit à x = 2.5
+        \draw[opbox,densely dotted] (0.35,0.25) rectangle (2.5,-0.25);
+        % ligne de vie de P_1 en pointillé dans l'intervalle de op_1
+        \draw[thick,densely dotted] (0.35,0) -- (2.5,0);
+        \node[font=\scriptsize, anchor=west] at (2.55,-0.2) {$op_1$};
+
+        % op_2 : opération de P2
+        % commence à x = 1.0 et finit à x = 2.2
+        \draw[opbox,densely dotted] (0.45,-0.75) rectangle (1.2,-1.25);
+        % ligne de vie de P_2 en pointillé dans l'intervalle de op_2
+        \draw[thick,densely dotted] (1.0,-1) -- (2.2,-1);
+        \node[font=\scriptsize, anchor=west] at (2.25,-1.2) {$op_2$};
+        
+        % op_3 : opération de P3
+        % commence à x = 1.4 et finit à x = 2.5
+        \draw[opbox,densely dotted] (1.4,-1.75) rectangle (2.5,-2.25);
+        % ligne de vie de P_3 en pointillé dans l'intervalle de op_3
+        \draw[thick,densely dotted] (1.4,-2) -- (2.5,-2);
+        \node[font=\scriptsize, anchor=west] at (2.55,-2.2) {$op_3$};
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+\subsection{Les systèmes fédérés}
+
+\begin{frame}{Système fédéré}
+    \begin{itemize}
+        \item Plusieurs serveurs, chacun gère un sous-ensemble de processus
+        \item Les serveurs se synchronisent entre eux (fédération)
+    \end{itemize}
+
+    \vspace{0.3cm}
+    \centering
+    \resizebox{0.4\linewidth}{!}{%
+      \begin{tikzpicture}[
+        node distance=1.8cm and 2.5cm,
+        server/.style={draw, thick, rounded corners, minimum width=2.8cm,
+                       minimum height=1.2cm, font=\small, fill=gray!10},
+        client/.style={draw, circle, thick, minimum size=0.9cm, font=\scriptsize},
+        srvlink/.style={<->, thick}
+      ]
+
+        % --- Serveurs fédérés ---
+        \node[server] (s1) at (0,1.5)  {Serveur $S_1$};
+        \node[server] (s2) at (-3,-0.5){Serveur $S_2$};
+        \node[server] (s3) at ( 3,-0.5){Serveur $S_3$};
+
+        % --- Processus locaux à chaque serveur ---
+        \node[client] (p1) at (0,3)  {$P_1$};
+        \node[client] (p2) at (-3,-2.5) {$P_2$};
+        \node[client] (p3) at ( 3,-2.5) {$P_3$};
+
+        % --- Liens client -- serveur local ---
+        \draw[-Latex, thick] (p1.south) -- (s1.north);
+        \draw[-Latex, thick] (p2.north) -- (s2.south);
+        \draw[-Latex, thick] (p3.north) -- (s3.south);
+
+        % --- Fédération entre serveurs ---
+        \draw[srvlink] (s1) -- (s2);
+        \draw[srvlink] (s1) -- (s3);
+        \draw[srvlink] (s2) -- (s3);
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+\begin{frame}{Système fédéré : exécution parallèle des serveurs}
+    \begin{itemize}
+        \item Chaque serveur impose un ordre total local sur ses opérations
+        \item Globalement, les opérations sur différents serveurs sont concurrentes
+    \end{itemize}
+
+    \centering
+    \resizebox{0.7\linewidth}{!}{%
+      \begin{tikzpicture}[
+        x=1.4cm, y=0.9cm,
+        proc/.style={font=\small},
+        opbox/.style={draw, rounded corners, thick}
+      ]
+      
+        % --- Processus (serveurs fédérés) ---
+        \node[proc, anchor=east] at (0,0)   {$S_1$};
+        \node[proc, anchor=east] at (0,-1)  {$S_2$};
+        \node[proc, anchor=east] at (0,-2)  {$S_3$};
+
+        % --- Lignes de temps pour chaque serveur ---
+        \foreach \y in {0,-1,-2}{
+          \draw[thick] (0.2,\y) -- (3.2,\y);
+        }
+
+        % op_1 : opération sur S_1 (longue)
+        \draw[opbox,densely dotted] (0.35,0.25) rectangle (2.3,-0.25);
+        \draw[thick,densely dotted] (0.35,0) -- (2.3,0);
+        \node[font=\scriptsize, anchor=west] at (2.35,-0.2) {$op_1$};
+
+        % op_2 : opération sur S_2 (décalée, plus courte)
+        \draw[opbox,densely dotted] (0.8,-0.75) rectangle (2.0,-1.25);
+        \draw[thick,densely dotted] (0.8,-1) -- (2.0,-1);
+        \node[font=\scriptsize, anchor=west] at (2.05,-1.2) {$op_2$};
+        
+        % op_3 : opération sur S_3 (commence plus tard, finit après op_2)
+        \draw[opbox,densely dotted] (1.3,-1.75) rectangle (2.8,-2.25);
+        \draw[thick,densely dotted] (1.3,-2) -- (2.8,-2);
+        \node[font=\scriptsize, anchor=west] at (2.85,-2.2) {$op_3$};
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+
+
+\begin{frame}{Jeu : placer les applications dans les architectures}
+    \begin{itemize}
+        \item À quel type d'architecture appartient chaque application ?
+    \end{itemize}
+
+    \vspace{0.3cm}
+    \centering
+    \resizebox{0.95\linewidth}{!}{%
+      \begin{tikzpicture}[
+        archibox/.style={draw, rounded corners, thick,
+                         minimum width=3.5cm, minimum height=1.6cm,
+                         font=\small, align=center, fill=gray!10},
+        app/.style={draw, rounded corners, thick,
+                    minimum width=2.0cm, minimum height=0.8cm,
+                    font=\scriptsize, align=center}
+      ]
+
+        % --- Zones d'architecture ---
+        \node[archibox] (central)   at (-4, 1.5) {Centralisé};
+        \node[archibox] (p2p)       at ( 0, 1.5) {Pair à pair};
+        \node[archibox] (federated) at ( 4, 1.5) {Fédéré};
+
+        % --- Jetons d'applications à placer ---
+        \node[app] at (-5, -0.2) {cryptpad};
+        \node[app] at (-2.5,-0.2) {grist};
+        \node[app] at ( 0, -0.2) {colabora};
+        \node[app] at ( 2.5,-0.2) {matrix};
+        \node[app] at ( 5, -0.2) {signal};
+
+        \node[app] at (-5, -1.8) {XMPP};
+        \node[app] at (-2.5,-1.8) {IRC};
+        \node[app] at ( 0, -1.8) {IMAP};
+        \node[app] at ( 2.5,-1.8) {PeerTube};
+        \node[app] at ( 5, -1.8) {DNS};
+
+      \end{tikzpicture}
+    }
+\end{frame}
+
+
+\begin{frame}{Un petit Quizz}
+    % \qrcode{partici.fi/38956702}
+\end{frame}
+
+\begin{frame}
+    \frametitle{MERCI !}
+
+    
+
+\end{frame}
+    
+
+\end{document}

misc/InstalParty2026/main.tex

@@ -0,0 +1,291 @@
+\documentclass[aspectratio=43,10pt]{beamer}
+
+\usetheme{Madrid}
+\usecolortheme{default}
+\usefonttheme{professionalfonts}
+\setbeamertemplate{navigation symbols}{}
+
+\usepackage[T1]{fontenc}
+\usepackage[utf8]{inputenc}
+\usepackage[french]{babel}
+\usepackage{lmodern}
+\usepackage{microtype}
+
+\usepackage{tikz}
+\usetikzlibrary{positioning,fit,calc,arrows.meta}
+
+\title{}
+\subtitle{}
+\author{}
+\institute{}
+\date{}
+
+\begin{document}
+
+\begin{frame}{Install Party Linux}
+  \framesubtitle{Luminy - 18 fevrier 2026}
+  \centering
+      \includegraphics[width=\linewidth,height=0.34\textheight,keepaspectratio]{imgs/logo-6011e.png}
+\end{frame}
+
+\begin{frame}{Architecture d'un système d'exploitation}
+
+  Un OS c'est :
+  \begin{itemize}
+    \item Un Noyau (Kernel) : Ordonnancement, gestion de la mémoire, intéraction entre les composants physiques.
+    \item Des Bibliothèques (Drivers) : UN driver est UNE interface avec un composant physique. (Carte Graphique, carte réseau, imprimante, \dots)
+    \item Une Interface Graphique : Comment sont agenceés et gérées les fenetres
+    \item Des Application : Les logiciels à utiliser
+  \end{itemize}
+
+\end{frame}
+
+\begin{frame}{Architecture d'un système d'exploitation}
+
+  Un OS c'est :
+
+  \vspace{1em}
+
+  \centering
+  \begin{tikzpicture}[
+    box/.style={draw, rounded corners, align=center, minimum width=6cm, minimum height=0.9cm},
+    arrow/.style={-{Latex[length=3mm,width=2mm]}, thick}
+  ]
+    \pause
+    \node[box] at (0, 5) (Noyau) {Noyau \\ (XNU, Windows NT, Linux, BSD, \dots)};
+    \pause
+    \node[box] at (0, 4) (Drivers) {Drivers \\ (Carte Graphique, disques durs, carte réseau, \dots)};
+    \node[box, red] at (0, 3) (Drivers) {Materiel};
+    \pause
+    \node[box] at (0, 6) (GUI) {GUI \\ (DWM, Quartz Compositor + WindowServer, X11 + Gnome, Wayland + Swayne)};
+    \pause
+    \node[box] at (0, 7) (Apps) {Applications};
+  \end{tikzpicture}
+
+\end{frame}
+
+\begin{frame}{Architecture d'un système d'exploitation}
+  
+  Dans le cas de Windows, une version de windows = un package Noyau/GUI/Drivers définit et immuable + quelques applications par defaut
+
+  \vspace{1em}
+
+  \centering
+  \begin{tikzpicture}[
+    box/.style={draw, rounded corners, align=center, minimum width=6cm, minimum height=0.9cm},
+    arrow/.style={-{Latex[length=3mm,width=2mm]}, thick}
+  ]
+    \node[box] at (0, 5) (Noyau) {Noyau \\ Windows NT};
+    \node[box] at (0, 4) (Drivers) {Drivers};
+    \node[box] at (0, 3) (Drivers) {Materiel};
+    \node[box] at (0, 6) (GUI) {GUI \\ DWM};
+    \node[box] at (0, 7) (Apps) {Applications \\ Microsoft Edge, Outlook, Skype, \dots};
+  \end{tikzpicture}
+
+  \pause
+
+  \textcolor{red}{Une distribution Linux c'est pareil !} \\
+  \pause
+  Une distribution = un package Noyau/GUI/Drivers définit + quelques applications par defaut
+
+\end{frame}
+
+\begin{frame}{Allons un peu plus en détail - L'interface graphique}
+
+  D'un point de vue de "à quoi ca ressemble", une distribution linux peut jouer sur 3 facteurs :
+  \begin{itemize}
+    \item Le serveur d'affichage (Xorg ou Weston principalement)
+    \item Le gestionnaire de fenetres (flottant ou tiling)
+    \item L'interface graphique (Gnome, KDE)
+  \end{itemize}
+  
+  \begin{center}
+  \resizebox{0.8\width}{!}{
+    \begin{tikzpicture}[
+      box/.style={draw, rounded corners, align=center, minimum width=6cm, minimum height=0.9cm},
+      arrow/.style={-{Latex[length=3mm,width=2mm]}, thick}
+    ]
+      \node[box] at (0, 5) (Noyau) {Noyau \\ Linux};
+      \node[box] at (0, 4) (Drivers) {Drivers};
+      \node[box] at (0, 3) (Drivers) {Materiel};
+      \node[box] at (0, 6) (GUI) {Serveur d'affichage \\ Xorg, Weston};
+      \node[box] at (6, 6) (GUI) {Windows Manager \\ Compiz, KWin, Awesome, I3};
+      \node[box] at (0, 7) (GUI) {Interface Graphique \\ Gnome, KDE};
+      \node[box] at (0, 8) (Apps) {Applications};
+    \end{tikzpicture}
+    }
+  \end{center}
+
+\end{frame}
+
+\begin{frame}{Allons un peu plus en détail - L'interface graphique}
+
+  
+  
+  \begin{center}
+    \begin{minipage}{0.49\textwidth}
+    \centering
+    \includegraphics[width=\linewidth,height=0.34\textheight,keepaspectratio]{imgs/canonical.png}
+    \par\smallskip
+    \small GNOME
+    \end{minipage}
+    \hfill
+    \begin{minipage}{0.49\textwidth}
+    \centering
+    \includegraphics[width=\linewidth,height=0.34\textheight,keepaspectratio]{imgs/xfce.jpg}
+    \par\smallskip
+    \small Xfce
+    \end{minipage}
+
+    \vspace{4mm}
+
+    \begin{minipage}{0.49\textwidth}
+    \centering
+    \includegraphics[width=\linewidth,height=0.34\textheight,keepaspectratio]{imgs/plasma.png}
+    \par\smallskip
+    \small KDE Plasma
+    \end{minipage}
+    \hfill
+    \begin{minipage}{0.49\textwidth}
+    \centering
+    \includegraphics[width=\linewidth,height=0.34\textheight,keepaspectratio]{imgs/i3.png}
+    \par\smallskip
+    \small i3 (tiling)
+    \end{minipage}
+  \end{center}
+
+\end{frame}
+
+\begin{frame}{Allons un peu plus en détail - La gestion des paquets}
+  Pour installer une applications sous windows :
+  \pause
+  \begin{itemize}
+    \item On execute un installeur (.msi ou .exe)
+    \item On execute une version "portable" (.exe)
+  \end{itemize}
+  \pause
+  \vspace{1em}
+  Sous linux c'est pareil :
+  \begin{itemize}
+    \item On execute un installeur (.dnf ou .deb)
+    \item On execute une version portable (Snap, Appimage, Flatpak, \dots)
+  \end{itemize}
+
+  \pause
+  \vspace{1em}
+  Le support des format d'installer dependent des distribution. \\
+  Les version portable (ou conteneurisé) sont a priori universel.
+\end{frame}
+
+\begin{frame}{Allons un peu plus en détail - La gestion des paquets}
+  On distingue donc deux grandes familles (en vrai y'en a plus que ca) \\
+  RPM Package Manager et dpkg.
+
+  \pause
+
+  \begin{center}
+    \begin{tikzpicture}[
+      font=\small,
+      n/.style={draw, rounded corners, align=center, minimum height=8mm, inner sep=3pt},
+      a/.style={-{Latex[length=3mm,width=2mm]}, thick},
+      node distance=10mm and 14mm
+    ]
+
+    \node[n] (rpm) {RPM\\DNF};
+    \node[n, below=5mm of rpm] (dpkg) {DPKG\\APT};
+
+    \node[n, right=10mm of rpm] (redhat) {Red Hat};
+    \node[n, right=10mm of redhat] (fedora) {Fedora};
+    \node[n, right=10mm of fedora] (nobara) {Nobara};
+
+    \node[n, right=10mm of dpkg] (debian) {Debian};
+    \node[n, right=10mm of debian] (ubuntu) {Ubuntu};
+    \node[n, right=10mm of ubuntu] (mint) {Linux Mint};
+
+    \draw[a] (rpm) -- (redhat);
+    \draw[a] (redhat) -- (fedora);
+    \draw[a] (fedora) -- (nobara);
+
+    \draw[a] (dpkg) -- (debian);
+    \draw[a] (debian) -- (ubuntu);
+    \draw[a] (ubuntu) -- (mint);
+
+    \pause
+    \node[n, below=5mm of dpkg] (tar) {tar.xx \\ PacMan};
+
+    \node[n, right=10mm of tar] (arch) {Arch Linux};
+    \node[n, right=10mm of arch] (manjaro) {Manjaro};
+
+    \draw[a] (tar) -- (arch);
+    \draw[a] (arch) -- (manjaro);
+
+    \end{tikzpicture}
+  \end{center}
+
+\end{frame}
+
+\begin{frame}{Allons un peu plus en détail - La gestion des paquets}
+  Les grosses différences de chaque gestionnaire sont plutot philosophique :
+  \begin{itemize}
+    \pause
+    \item APT : Image de stabilité et de grand publique. 
+    \begin{itemize}
+      \item + : Très stable, grosse communauté donc beaucoup de ressources dont en francais.
+      \item - : Souvent plus en retard sur des versions très recentes de certains logiciels.
+    \end{itemize}
+    \pause
+
+    \item DNF : Image de robustesse avec une image plus d'usage professionel
+    \begin{itemize}
+      \item + : Très robuste, moins de chance de casser le système même pour des configurations exotiques
+      \item - : Le processus de mise à jour peut être plus lent, et plus compliqué à prendre en main que APT.
+    \end{itemize}
+    \pause
+
+    \item PacMan : Minimaliste et ultra à jour.
+    \begin{itemize}
+      \item + : Systeme de "Rolling Release" qui permet d'avoir les mise à jour en continu.
+      \item - : Necessite un plus grand travail de veille sur les mise à jour.
+    \end{itemize}
+  \end{itemize}
+
+\end{frame}
+
+\begin{frame}{Quelques autres trucs à savoir}
+  \begin{itemize}
+    \item /bin (binaries): Exécutables essentiels au système, utilisables par tous les utilisateurs
+    \pause
+    \item /boot: fichiers permettant à Linux de démarrer
+    \pause
+    \item /dev (device): Fichiers spéciaux représentant les point d'entrées de tous les périphériques (fichiers spéciaux des disques durs, écrans, partitions, consoles TTY, webcam, clavier, ...)
+    \pause
+    \item /etc (editing text config): Contient les fichiers de configuration du système et des setvices (*.conf, passwd, inittab, fstab)
+    \pause
+    \item /home: Répertoire personnel des utilisateurs
+    \pause
+    \item /mnt (mount) /media: Là où les ressources peuvent être montées de manière permanente (/media) ou temporaire (/mnt)
+    \pause
+    \item /root: Répertoire personnel du super utilisateur
+    \pause
+    \item /sbin (super binaries): Contient les programmes système essentiels utilisables par l'admin uniquement.
+    \pause
+    \item /tmp (temporary): Répertoire fichier temporaires
+    \pause
+    \item /usr (Unix System Resources): Contient des programmes, des librairies et des données utilisés par tous les utilisateurs du système
+    \pause
+    \item /var (variable): contient les données variables qui varient en fonction de l'utilisation du système. (logs, bdd, mails)
+  \end{itemize}
+\end{frame}
+
+\begin{frame}{Comment ca s'installe}
+  \begin{itemize}
+    \item Faire un backup
+    \item Avoir une clé usb bootable
+    \item Rentrer dans la selection du disque de boot en trouvant le bon FX
+    \item Tester en execution "live" que tout fonctionne bien
+    \item Choisir si on veut du mono ou dual-boot
+    \item Allouer ses partitions en fonction des ses usages
+  \end{itemize}
+\end{frame}
+
+\end{document}

misc/synthese2024/programme/main.tex

@@ -0,0 +1,138 @@
+\documentclass[a4paper,12pt]{article}
+
+\usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage[french]{babel}
+\usepackage{geometry}
+\usepackage{xcolor}
+\usepackage{graphicx}
+\usepackage{tabularx}
+\usepackage{array}
+\usepackage{setspace}
+
+\geometry{margin=1.5cm}
+\pagestyle{empty}
+
+% Quelques couleurs douces pour l'affiche
+\definecolor{maincolor}{RGB}{40,70,140}
+\definecolor{lightbg}{RGB}{230,236,250}
+
+\renewcommand{\familydefault}{\sfdefault} % Police sans serif
+\setlength{\parindent}{0pt}
+\renewcommand{\arraystretch}{1.5}
+
+\begin{document}
+\thispagestyle{empty}
+
+% --- Bandeau haut : logo + titre ---
+\begin{minipage}[t]{0.25\textwidth}
+    % Remplacer "logo.pdf" par le fichier de votre logo, ou commenter la ligne
+    %\includegraphics[width=\textwidth]{logo.pdf}
+\end{minipage}
+\hfill
+\begin{minipage}[t]{0.7\textwidth}
+    \raggedleft
+    {\Huge\bfseries Après-midi Synthèse}\\[0.4em]
+    {\Large Rencontre des Doctorants et Post-Doctorants du LIS}\\[0.4em]
+    {\large Date 03/12/2025\quad--\quad Lieu Saint-Charles FRUMAN}
+\end{minipage}
+
+\vspace{1cm}
+
+% --- Bloc "Programme" ---
+\begingroup
+\color{maincolor}
+{\LARGE\bfseries Programme de l'après-midi (14h--18h)}
+\endgroup
+
+\vspace{0.5cm}
+
+\setlength{\fboxsep}{8pt}
+\colorbox{lightbg}{%
+  \begin{minipage}{0.98\textwidth}
+    \vspace{0.3cm}
+    \small % on réduit un peu la taille dans le tableau pour que tout tienne
+    \begin{tabularx}{\textwidth}{>{\bfseries}p{2.8cm} X}
+      14h00 -- 15h00 & \textit{Brise Glace} \\
+                     & \textit{Intervenant·e : Marius} \\[0.3em]
+      15h00 -- 15h15 & \textit{Présentation du LIS} \\
+                     & \textit{Intervenant·e : Amaury} \\[0.3em]
+      15h15 -- 15h30 & \textit{Présentation du Comité JCC} \\[0.3em]
+                     & \textit{Intervenant·e : Amaury} \\[0.3em]
+      15h30 -- 15h45 & \textit{Présentation du Comité Parité} \\
+                     & \textit{Intervenant·e·s : Elie, Aliénor} \\[0.3em]
+      15h45 -- 16h30& & \textit{Wooclap des Doctorants} \\
+                     & \textit{Intervenant·e : Marius} \\[0.3em]
+      16h00 -- 16h15 & \textit{Pause café} \\[0.3em]
+      16h30 -- 18h00 & \textit{Speed-Dating} \\
+                     & \textit{Intervenant·e : Ioana} \\[0.3em]
+      18h00 -- 19h00 & \textit{Nom Nom Nom} \\[0.3em]
+      19h00 -- \dots & \textit{Soirée Jeu à la Barakajeu} \\
+    \end{tabularx}
+    \vspace{0.4cm}
+  \end{minipage}
+}
+
+\vspace{1cm}
+
+
+\vfill
+
+\newpage
+\thispagestyle{empty}
+
+% ===================== PAGE 2 : VERSION ANGLAISE =====================
+\selectlanguage{english}
+
+% --- Top banner: logo + title ---
+\begin{minipage}[t]{0.25\textwidth}
+    % Replace "logo.pdf" with your logo file, or comment the line
+    %\includegraphics[width=\textwidth]{logo.pdf}
+\end{minipage}
+\hfill
+\begin{minipage}[t]{0.7\textwidth}
+    \raggedleft
+    {\Huge\bfseries SynThèse Afternoon}\\[0.4em]
+    {\Large Meeting of LIS PhD Students and Postdocs}\\[0.4em]
+    {\large Date 03/12/2025\quad--\quad Venue Saint-Charles FRUMAN}
+\end{minipage}
+
+\vspace{1cm}
+
+% --- "Programme" block ---
+\begingroup
+\color{maincolor}
+{\LARGE\bfseries Afternoon schedule (14:00--19:00)}
+\endgroup
+
+\vspace{0.5cm}
+
+\setlength{\fboxsep}{8pt}
+\colorbox{lightbg}{%
+  \begin{minipage}{0.98\textwidth}
+    \vspace{0.3cm}
+    \small
+    \begin{tabularx}{\textwidth}{>{\bfseries}p{2.8cm} X}
+      14h00 -- 15h00 & \textit{Icebreaker} \\
+                     & \textit{Facilitator: Marius} \\[0.3em]
+      15h00 -- 15h15 & \textit{Presentation of LIS} \\
+                     & \textit{Speaker: Amaury} \\[0.3em]
+      15h15 -- 15h45 & \textit{PhD students Wooclap quiz} \\
+                     & \textit{Facilitator: Marius} \\[0.3em]
+      15h45 -- 16h00 & \textit{Presentation of the JCC Committee} \\
+                     & \textit{Speaker: Amaury} \\[0.3em]
+      16h15 -- 16h30 & \textit{Presentation of the Parity Committee} \\
+                     & \textit{Speakers: Elie, Aliénor} \\[0.3em]
+      16h00 -- 16h15 & \textit{Coffee break} \\[0.3em]
+      16h30 -- 18h00 & \textit{Speed-dating} \\
+                     & \textit{Facilitator: Ioana} \\[0.3em]
+      18h00 -- 19h00 & \textit{Nom Nom Nom (food \& drinks)} \\[0.3em]
+      19h00 -- \dots & \textit{Board games night at Barakajeu} \\
+    \end{tabularx}
+    \vspace{0.4cm}
+  \end{minipage}
+}
+
+\vfill
+
+\end{document}