created doc/talks subfolder and added my talk and the previous one done at the wide teamtalks

45 files changed, 4673 insertions, 0 deletions

diff --git a/doc/talks/2020-12-02_wide-team/.gitignore b/doc/talks/2020-12-02_wide-team/.gitignore
new file mode 100644
index 00000000..a5e8d18b
--- /dev/null
+++ b/doc/talks/2020-12-02_wide-team/.gitignore
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+*
+
+!img
+
+!.gitignore
+!*.svg
+!*.png
+!*.jpg
+!*.tex
+!Makefile
+!.gitignore
+!talk.pdf
diff --git a/doc/talks/2020-12-02_wide-team/Makefile b/doc/talks/2020-12-02_wide-team/Makefile
new file mode 100644
index 00000000..27dbf788
--- /dev/null
+++ b/doc/talks/2020-12-02_wide-team/Makefile
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+talk.pdf: talk.tex img/garage_distributed.pdf img/consistent_hashing_1.pdf img/consistent_hashing_2.pdf img/consistent_hashing_3.pdf img/consistent_hashing_4.pdf img/garage_tables.pdf
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+	
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diff --git a/doc/talks/2020-12-02_wide-team/img/Amazon-S3.jpg b/doc/talks/2020-12-02_wide-team/img/Amazon-S3.jpg
new file mode 100644
index 00000000..a9501973
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diff --git a/doc/talks/2020-12-02_wide-team/img/cloud.png b/doc/talks/2020-12-02_wide-team/img/cloud.png
new file mode 100644
index 00000000..d95b2ae3
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diff --git a/doc/talks/2020-12-02_wide-team/img/consistent_hashing_1.svg b/doc/talks/2020-12-02_wide-team/img/consistent_hashing_1.svg
new file mode 100644
index 00000000..f8d24fd8
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diff --git a/doc/talks/2020-12-02_wide-team/img/rustacean-flat-happy.png b/doc/talks/2020-12-02_wide-team/img/rustacean-flat-happy.png
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index 00000000..ebce1a14
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+++ b/doc/talks/2020-12-02_wide-team/img/rustacean-flat-happy.png
diff --git a/doc/talks/2020-12-02_wide-team/img/shh.jpg b/doc/talks/2020-12-02_wide-team/img/shh.jpg
new file mode 100644
index 00000000..ad4689ce
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diff --git a/doc/talks/2020-12-02_wide-team/img/sync.png b/doc/talks/2020-12-02_wide-team/img/sync.png
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diff --git a/doc/talks/2020-12-02_wide-team/talk.pdf b/doc/talks/2020-12-02_wide-team/talk.pdf
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index 00000000..b27eca29
--- /dev/null
+++ b/doc/talks/2020-12-02_wide-team/talk.pdf
diff --git a/doc/talks/2020-12-02_wide-team/talk.tex b/doc/talks/2020-12-02_wide-team/talk.tex
new file mode 100644
index 00000000..1acda842
--- /dev/null
+++ b/doc/talks/2020-12-02_wide-team/talk.tex
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+%\nonstopmode
+\documentclass[aspectratio=169]{beamer}
+\usepackage[utf8]{inputenc}
+% \usepackage[frenchb]{babel}
+\usepackage{amsmath}
+\usepackage{mathtools}
+\usepackage{breqn}
+\usepackage{multirow}
+\usetheme{Luebeck}
+\usepackage{graphicx}
+%\useoutertheme[footline=authortitle,subsection=false]{miniframes}
+
+\beamertemplatenavigationsymbolsempty
+\setbeamertemplate{footline}
+{%
+  \leavevmode%
+  \hbox{\begin{beamercolorbox}[wd=.15\paperwidth,ht=2.5ex,dp=1.125ex,leftskip=.3cm,rightskip=.3cm plus1fill]{author in head/foot}%
+    \usebeamerfont{author in head/foot} \insertframenumber{} / \inserttotalframenumber
+  \end{beamercolorbox}%
+  \begin{beamercolorbox}[wd=.2\paperwidth,ht=2.5ex,dp=1.125ex,leftskip=.3cm plus1fill,rightskip=.3cm]{author in head/foot}%
+    \usebeamerfont{author in head/foot}\insertshortauthor
+  \end{beamercolorbox}%
+  \begin{beamercolorbox}[wd=.65\paperwidth,ht=2.5ex,dp=1.125ex,leftskip=.3cm,rightskip=.3cm plus1fil]{title in head/foot}%
+    \usebeamerfont{title in head/foot}\insertshorttitle~--~\insertshortdate
+  \end{beamercolorbox}}%
+  \vskip0pt%
+}
+
+\usepackage{tabu}
+\usepackage{multicol}
+\usepackage{vwcol}
+\usepackage{stmaryrd}
+\usepackage{graphicx}
+
+\usepackage[normalem]{ulem}
+
+\title[Garage : jouer dans la cour des grands quand on est un hébergeur associatif]{Garage : jouer dans la cour des grands \\quand on est un hébergeur associatif}
+\subtitle{(ou pourquoi on a décidé de réinventer la roue)}
+\author[Q. Dufour \& A. Auvolat]{Quentin Dufour \& Alex Auvolat}
+\date[02/12/2020]{Mercredi 2 décembre 2020}
+
+\begin{document}
+
+\begin{frame}
+	\titlepage
+\end{frame}
+
+\begin{frame}
+	\frametitle{La question qui tue}
+	
+	\begin{center}
+		\includegraphics[scale=3]{img/sync.png} \\
+		\Huge Pourquoi vous n'hébergez pas vos fichiers chez vous ? \\
+	\end{center}
+
+\end{frame}
+
+\begin{frame}[t]
+	\frametitle{La cour des grands}
+
+	\begin{columns}[t]
+	\begin{column}{0.5\textwidth}
+		{\huge Le modèle du cloud...}
+	 
+	\begin{center}
+		\includegraphics[scale=0.08]{img/cloud.png}
+	\end{center}
+	
+		+ \underline{intégrité} : plus de perte de données
+	
+		+ \underline{disponibilité} : tout le temps accessible
+		
+		+ \underline{service} : rien à gérer
+	
+		\vspace{0.15cm}
+		\textbf{changement des comportements}
+	\end{column}
+	\pause
+	\begin{column}{0.5\textwidth}
+		{\huge ...et son prix}
+	 
+	\begin{center}
+		\includegraphics[scale=0.07]{img/dc.jpg}
+	\end{center}
+	
+		- matériel couteux et polluant
+	
+		- logiciels secrets
+	
+		- gestion opaque
+	
+		\vspace{0.2cm}
+		\textbf{prisonnier de l'écosystème}
+	\end{column}
+	\end{columns}
+\end{frame}
+
+\begin{frame}[t]
+	\frametitle{Garage l'imposteur}
+
+	\begin{columns}[t]
+	\begin{column}{0.5\textwidth}
+		{\huge Ressemble à du cloud...}
+	 
+	\begin{center}
+		\includegraphics[scale=0.5]{img/shh.jpg}
+	\end{center}
+	
+	+ \underline{compatible} avec les apps existantes
+	
+	+ \underline{fonctionne} avec le mobile
+	
+	+ \underline{s'adapte} aux habitudes prises
+	
+	
+	\end{column}
+	
+	\pause
+	\begin{column}{0.5\textwidth}
+		{\huge ...fait du P2P}
+	
+	\begin{center}
+		\includegraphics[scale=1]{img/death.jpg}
+	\end{center}
+	
+	\vspace{0.4cm}
+	
+	+ \underline{contrôle} de l'infrastructure
+	
+	+ \underline{transparent} code libre 
+	
+	+ \underline{sobre} fonctionne avec de vieilles machines à la maison
+	\end{column}
+	\end{columns}
+
+\end{frame}
+
+
+\graphicspath{{img/}}
+
+\begin{frame}
+	\frametitle{Mais donc, c'est quoi Garage ?}
+
+	\begin{columns}[t]
+	\begin{column}{0.5\textwidth}
+		\centering
+		\textbf{Un système de stockage distribué}
+		\vspace{1em}
+
+			\includegraphics[width=.7\columnwidth]{img/garage_distributed.pdf}
+	\end{column}
+	\pause
+
+	\begin{column}{0.5\textwidth}
+		\centering
+		\textbf{qui implémente l'API S3}
+		\vspace{2em}
+
+		\includegraphics[width=.7\columnwidth]{img/Amazon-S3.jpg}
+	\end{column}
+	\end{columns}
+\end{frame}
+
+\begin{frame}
+	\frametitle{Consistent Hashing (DynamoDB)}
+	\textbf{Comment répartir les fichiers sur les différentes machines ?}
+	\vspace{1em}
+
+	\centering
+
+	\only<1>{\includegraphics[width=.55\columnwidth]{img/consistent_hashing_1.pdf}}%
+	\only<2>{\includegraphics[width=.55\columnwidth]{img/consistent_hashing_2.pdf}}%
+	\only<3>{\includegraphics[width=.55\columnwidth]{img/consistent_hashing_3.pdf}}%
+	\only<4>{\includegraphics[width=.55\columnwidth]{img/consistent_hashing_4.pdf}}%
+\end{frame}
+
+\begin{frame}
+	\frametitle{Garage Internals : 3 niveaux de consistent hashing}
+	\centering
+	\includegraphics[width=.85\columnwidth]{img/garage_tables.pdf}
+\end{frame}
+
+\begin{frame}
+	\frametitle{Modèles de cohérence}
+	Garage utilise un modèle de cohérence relativement faible :
+	\vspace{1em}
+
+	\begin{itemize}
+		\item Objets répliqués 3 fois, quorum de 2 pour les lectures et les écritures\\
+			$\to$ cohérence \textbf{``read your writes''}
+			\vspace{1em}
+		\item<2-> Types de donnée CRDT + mécanisme d'anti-entropie\\
+			$\to$ cohérence \textbf{à terme} (eventual consistency)
+			\vspace{1em}
+		\item<3-> Cela s'applique pour chaque fichier individuellement :\\
+			pas de linéarisabilté ou de cohérence causale entre les opérations\\
+			sur des fichiers différents
+			\vspace{1em}
+		\item<4-> \textbf{Avantage :} convient bien à un déploiement géodistribué (multi-datacenter)
+	\end{itemize}
+\end{frame}
+
+\begin{frame}
+	\frametitle{Rust : retour d'expérience}
+
+	\begin{columns}
+	\begin{column}{0.55\textwidth}
+		Garage est entièrement écrit en Rust !
+		\vspace{2em}
+
+		\textbf{Points forts :}
+		\vspace{.5em}
+		\begin{itemize}
+			\item Langage compilé, très rapide
+				\vspace{.5em}
+			\item Typage fort, beaucoup de sécurités
+				\vspace{.5em}
+			\item Le meilleur de plusieurs paradigmes:
+				fonctionnel, orienté objet, impératif
+				\vspace{.5em}
+			\item Un écosytème de librairies très complet:
+				serialisation, async/await, http, ...
+		\end{itemize}
+	\end{column}
+	
+	\begin{column}{0.45\textwidth}
+		\begin{centering}
+			\hspace{2em}\includegraphics[width=0.55\columnwidth]{img/rustacean-flat-happy.png}
+		\end{centering}
+
+		\vspace{2em}
+		\textbf{Points faibles :}
+		\vspace{.5em}
+		\begin{itemize}
+			\item Les temps de compilation...
+				\vspace{.5em}
+			\item Compliqué à apprendre
+		\end{itemize}
+		\vspace{2em}
+	\end{column}
+	\end{columns}
+
+\end{frame}
+
+\end{document}
+
+%% vim: set ts=4 sw=4 tw=0 noet spelllang=fr :
diff --git a/doc/talks/2021-04-28_spirals-team/.gitignore b/doc/talks/2021-04-28_spirals-team/.gitignore
new file mode 100644
index 00000000..450d4638
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/.gitignore
@@ -0,0 +1,10 @@
+*.bbl
+*.aux
+*.bcf
+*.blg
+*.log
+*.run.xml
+*.synctex.gz
+build/
+main.pdf
+figures/crdt.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/Makefile b/doc/talks/2021-04-28_spirals-team/Makefile
new file mode 100644
index 00000000..1db0c37a
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/Makefile
@@ -0,0 +1,33 @@
+.PHONY: all viewpdf pdf clean
+
+TARGET       = main
+SOURCE_FILES = $(shell find . -type f -name "*.tex" -print)
+CLASS_FILES  = $(shell find . -type f -name "*.cls" -print)
+BIB_FILES    = $(shell find . -type f -name "*.bib" -print)
+FIGURES      = $(shell find . -path "./figures/*" -type f -print)
+BUILD_PATH   = build
+BUILD_FILES  = $(shell find $(BUILD_PATH) -type f -print)
+
+BIB_PROCESSOR := biber
+
+.PHONY: all pdf clean figures
+
+all: pdf
+
+pdf: $(TARGET).pdf
+
+clean:
+	@rm $(TARGET).pdf $(BUILD_FILES) > /dev/null 2>&1 || exit 0
+
+figures: figures/crdt.pdf
+
+$(TARGET).pdf: figures $(FIGURES) $(SOURCE_FILES) $(BIB_FILES) $(CLASS_FILES)
+	@mkdir -p $(BUILD_PATH) > /dev/null 2>&1 || exit 0
+	@pdflatex -interaction=nonstopmode -jobname=$(TARGET) -output-directory $(BUILD_PATH) $(TARGET).tex
+	@$(BIB_PROCESSOR) --output-directory $(BUILD_PATH) $(TARGET)
+	@pdflatex -interaction=nonstopmode -jobname=$(TARGET) -output-directory $(BUILD_PATH) $(TARGET).tex # For biber
+	@pdflatex -interaction=nonstopmode -jobname=$(TARGET) -output-directory $(BUILD_PATH) $(TARGET).tex # For biber
+	@ln -fs $(BUILD_PATH)/$(TARGET).pdf $(TARGET).pdf
+
+figures/crdt.pdf: figures/svg/crdt.svg
+	@inkscape -C --file=$< --export-pdf=$@
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/README.md b/doc/talks/2021-04-28_spirals-team/README.md
new file mode 100644
index 00000000..9fb940c4
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/README.md
@@ -0,0 +1 @@
+Presentation of Garage by Adrien on April, 28th 2021, for his research team [Spirals](https://team.inria.fr/spirals/).
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/bibliography.bib b/doc/talks/2021-04-28_spirals-team/bibliography.bib
new file mode 100644
index 00000000..d145d2c3
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/bibliography.bib
@@ -0,0 +1,27 @@
+
+@inproceedings{brewer_towards_2000,
+  title = {Towards {{Robust Distributed Systems}}},
+  booktitle = {{{ACM PODC}}},
+  author = {Brewer, Eric},
+  year = {2000}
+}
+
+
+
+@incollection{defago_conflict-free_2011,
+  title = {Conflict-{{Free Replicated Data Types}}},
+  booktitle = {Stabilization, {{Safety}}, and {{Security}} of {{Distributed Systems}}},
+  author = {Shapiro, Marc and Pregui{\c c}a, Nuno and Baquero, Carlos and Zawirski, Marek},
+  year = {2011},
+  address = {{Berlin, Heidelberg}},
+}
+
+
+@inproceedings{decandia_dynamo:_2007,
+  title = {Dynamo: {{Amazon}}'s {{Highly Available Key}}-Value {{Store}}},
+  booktitle = {{ACM SOSP}},
+  author = {DeCandia, Giuseppe and Hastorun, Deniz and Jampani, Madan and Kakulapati, Gunavardhan and Lakshman, Avinash and Pilchin, Alex and Sivasubramanian, Swaminathan and Vosshall, Peter and Vogels, Werner},
+  year = {2007},
+  address = {{New York, USA}},
+}
+
diff --git a/doc/talks/2021-04-28_spirals-team/conclusion.tex b/doc/talks/2021-04-28_spirals-team/conclusion.tex
new file mode 100644
index 00000000..ddbcf0b4
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/conclusion.tex
@@ -0,0 +1,7 @@
+\section{Conclusion}
+
+\begin{frame}{The future is cooler when we bend it our way}
+
+Contributions welcome! :D
+
+\end{frame}
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/escaping_the_cloud.tex b/doc/talks/2021-04-28_spirals-team/escaping_the_cloud.tex
new file mode 100644
index 00000000..9f1f13ba
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/escaping_the_cloud.tex
@@ -0,0 +1,124 @@
+\section{Escaping the cloud}
+
+% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% \begin{frame}{Down to Earth with home-hosting}
+
+
+% \todo{Stanley Parabole reference?}
+
+% \end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Why?}
+
+\begin{itemize}
+	\item \textbf{Privacy}: no prying eyes besides your ISP
+	\item \textbf{Control} of your infrastructure
+	\item \textbf{Ecology}: reuse old hardware
+\end{itemize}
+
+\vfill
+\begin{block}{\emph{Tim Berners-Lee} (1994)}
+``Now, if someone tries to monopolize the Web, for example pushes proprietary variations on network protocols, then that would make me unhappy.''
+\end{block}
+
+\begin{itemize}
+	\item Make Tim Berners-Lee happy
+\end{itemize}
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{What?}
+
+\centering\Large
+A data store for commodity hardware on heterogenous household connections. 
+
+
+\vfill\raggedright\normalsize
+
+
+\begin{block}{Targetting user-facing services}
+\begin{itemize}
+	\item Static sites 
+	\item E-mails
+	\item Instant communication
+	%\item Video streaming % No need for a data store
+	\item Collaboration 
+\end{itemize}
+\end{block}
+\vfill
+
+Nothing fancy like sensors data streams, AI or IoT.
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{What?}
+
+
+\begin{block}{Requirements}
+\begin{itemize}
+	\item \textbf{No single point of failure} / flat hierarchy: 
+
+	Any node can die for extended periods of time.
+	\item \textbf{Multi-site}: cluster spans regions/countries.
+	\item \textbf{Acceptable performance}.
+	\item \textbf{Lightweight}: targets legacy hardware.
+	\item \textbf{Conceptually simple}: built for low-tech organisations.
+
+	Adding/maintaining cluster nodes should be easy.
+\end{itemize}
+\end{block}
+\vfill 
+
+\begin{block}{Non-goals}
+\begin{itemize}
+	\item \textbf{Super badass performance}.
+	\item \textbf{NAT traversal} etc.: we require full-mesh connectivity.
+\end{itemize}
+\end{block}
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{How?}
+
+\begin{itemize}
+	\item Theoretically possible with object storage \& CRDTs.
+	\vfill
+	\item Household uplinks are getting decent (optical fibers).
+\end{itemize}
+
+
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Research Questions}
+
+\begin{itemize}
+	\item Decent performance despite bad inter-node connectivity.
+	\vfill
+
+	\item Tailoring workloads as a function of nodes' capabilities:
+
+	\begin{itemize}
+		\item Make use of low-end nodes (e.g. Raspberry Pis),
+		\item Avoid impeding global performance because of low-end nodes.
+	\end{itemize}
+	\vfill
+
+	\item Building CRDTs for target use-cases:
+
+	\begin{itemize}
+		\item Software engineering: DSL or native code?
+		\item Provide APIs to data store users? Risky?
+	\end{itemize}
+	\vfill
+
+	\item Cluster management: effortless UX, low perf. overhead.
+\end{itemize}
+\end{frame}
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/figures/c1.pdf b/doc/talks/2021-04-28_spirals-team/figures/c1.pdf
new file mode 100644
index 00000000..4568b702
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/c1.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/c2.pdf b/doc/talks/2021-04-28_spirals-team/figures/c2.pdf
new file mode 100644
index 00000000..63be7d3c
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/c2.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/c3.pdf b/doc/talks/2021-04-28_spirals-team/figures/c3.pdf
new file mode 100644
index 00000000..514e66f4
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/c3.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/c4.pdf b/doc/talks/2021-04-28_spirals-team/figures/c4.pdf
new file mode 100644
index 00000000..348e900e
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/c4.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/conflict_acid.pdf b/doc/talks/2021-04-28_spirals-team/figures/conflict_acid.pdf
new file mode 100644
index 00000000..4175e14a
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/conflict_acid.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/conflict_base.pdf b/doc/talks/2021-04-28_spirals-team/figures/conflict_base.pdf
new file mode 100644
index 00000000..95fe0544
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/conflict_base.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/conflict_crdt.pdf b/doc/talks/2021-04-28_spirals-team/figures/conflict_crdt.pdf
new file mode 100644
index 00000000..bf4354ce
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/conflict_crdt.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/conflict_problem.pdf b/doc/talks/2021-04-28_spirals-team/figures/conflict_problem.pdf
new file mode 100644
index 00000000..b07ad3b4
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/conflict_problem.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/dag_crdt.png b/doc/talks/2021-04-28_spirals-team/figures/dag_crdt.png
new file mode 100644
index 00000000..f7abe7fd
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/dag_crdt.png
diff --git a/doc/talks/2021-04-28_spirals-team/figures/garage_distributed.png b/doc/talks/2021-04-28_spirals-team/figures/garage_distributed.png
new file mode 100644
index 00000000..da658f3b
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/garage_distributed.png
diff --git a/doc/talks/2021-04-28_spirals-team/figures/garage_tables.pdf b/doc/talks/2021-04-28_spirals-team/figures/garage_tables.pdf
new file mode 100644
index 00000000..a7dd13b3
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/garage_tables.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/m_proxy_gray.pdf b/doc/talks/2021-04-28_spirals-team/figures/m_proxy_gray.pdf
new file mode 100644
index 00000000..fc96e3ab
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/m_proxy_gray.pdf
diff --git a/doc/talks/2021-04-28_spirals-team/figures/minio_edge.png b/doc/talks/2021-04-28_spirals-team/figures/minio_edge.png
new file mode 100644
index 00000000..0efce4b7
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/figures/minio_edge.png
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new file mode 100644
index 00000000..ebce1a14
--- /dev/null
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new file mode 100644
index 00000000..1c39af9f
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diff --git a/doc/talks/2021-04-28_spirals-team/garage.tex b/doc/talks/2021-04-28_spirals-team/garage.tex
new file mode 100644
index 00000000..9f953602
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/garage.tex
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+\section{Introducing Garage}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Brought to you by the Deuxfleurs association}
+
+\begin{block}{\textbf{deuxfleurs.fr} -- a libre hosting association with a vision}
+``Shifting the current structure of the Internet from a world of a few very large service providers, to a world where services are hosted by a variety of smaller organisations.''	
+\end{block}
+
+
+\begin{block}{Our goals}
+\begin{itemize}
+	\item To propose performant \& reliable libre services for the masses
+	\item To host and administer our infrastructure ourselves
+	\item To allow members to contribute storage/compute nodes
+	\item Resilience: for availability \& the sysadmins' sleep 
+	\item Conceptual simplicity to ease onboarding \& demistify hosting
+\end{itemize}
+\end{block}
+
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{The lacking state of the practice}
+
+\begin{block}{Object storage fitted our needs}
+\begin{itemize}
+	\item Distributed by design
+	\item Objects are replicated
+	\item Conceptually simple
+\end{itemize}
+\end{block}
+\vfill 
+
+\begin{block}{Existing object stores did not}
+	\begin{itemize}
+		\item Too specific / complex 
+		\item Resource hungry 
+		\item Hidden constraints 
+	\end{itemize}
+\end{block}
+\vfill
+
+We developed Garage, an object store with minimal functionality.
+
+It works, and serves our static sites and media.
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Introducing Garage}
+
+\centering
+\url{garagehq.deuxfleurs.fr}
+
+\url{git.deuxfleurs.fr/Deuxfleurs/garage}
+
+\includegraphics[width=.4\columnwidth]{figures/garage_distributed.png}
+\vfill
+
+\raggedright
+\begin{itemize}
+	\item Distributed data store
+	\item Based on DynamoDB object store (P2P!)
+	\item Modular data types/protocols with CRDTs:
+	\begin{itemize}
+		\item Done: objects (media, static sites, backups...) via S3 API 
+		\item To do: e-mails via IMAP protocol, and more
+	\end{itemize}
+\end{itemize}
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}[t]{The \textbf{RING}}
+
+\centering
+\fullcite{decandia_dynamo:_2007}
+\vspace{3ex}
+
+\only<1>{\includegraphics[width=.5\columnwidth]{figures/c1.pdf}}%
+\only<2>{\includegraphics[width=.5\columnwidth]{figures/c2.pdf}}%
+\only<3>{\includegraphics[width=.5\columnwidth]{figures/c3.pdf}}%
+\only<4>{\includegraphics[width=.5\columnwidth]{figures/c4.pdf}}%
+\vspace{5ex}
+
+%\raggedright
+\only<1>{Each node is assigned a unique ID on the circular address space.}%
+\only<2-3>{When a new object is added to the store...}%
+\only<3>{\\ It is assigned a unique ID (its \emph{key}) on the address space.}%
+\only<4>{The $R$ nodes after the object are in charge of replicating it.}%
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Distributed metadata}
+
+\centering
+\includegraphics[width=.8\columnwidth]{figures/garage_tables.pdf}
+\vfill
+
+The objects, versions and blocks are all stored in the ring.
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Written in Rust}
+
+\begin{columns}
+\column{.65\columnwidth}
+Entirely written in Rust!
+\column{.35\columnwidth}
+\centering
+\includegraphics[width=.85\columnwidth]{figures/rustacean-flat-happy.png}
+\end{columns}
+\vfill
+
+\begin{columns}
+\column[t]{.6\columnwidth}
+	\textbf{Pros:}
+	\begin{itemize}
+		\item Compiled and fast
+		\item Features prevent usual mistakes:
+
+		strongly typed, immutable by default, ownership instead of GC...
+
+		\item Best of several paradigms:
+
+		imperative, OO, functional
+
+		\item Good libraries for network programmings:
+
+		serialization, http, async/await...
+	\end{itemize}
+\column[t]{.4\columnwidth}
+	\textbf{Cons}:
+	\begin{itemize}
+		\item Steep learning curve
+		\item Long compilation times
+		\item Compiler rage
+	\end{itemize}
+\end{columns}
+
+\end{frame}
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/header.tex b/doc/talks/2021-04-28_spirals-team/header.tex
new file mode 100644
index 00000000..42eaa25a
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/header.tex
@@ -0,0 +1,134 @@
+%% Imports %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\usepackage{graphicx}
+\usepackage[utf8]{inputenc}
+\usepackage{csquotes} % Elegant quotes (must be loaded before babel)
+\usepackage[english]{babel}
+\usepackage[T1]{fontenc}
+% \usepackage{amsfonts}
+% \usepackage{amssymb}
+%\usepackage{lmodern}
+\usepackage{iwona}
+\usepackage{color}
+\usepackage{xspace}
+\usepackage{amsmath}
+\usepackage{hanging}
+\usepackage{listings}
+\lstset{basicstyle=\scriptsize}
+\usepackage{tikz}
+\usepackage{tikzsymbols} % For emojis
+%\usepackage{setspace} % Activation disables footnoes
+\usepackage{perpage} % Reset footnote counter every page
+\MakePerPage{footnote}
+\usepackage{nameref} % For printing the sections' name
+\usepackage{hyperref}
+
+%% Biblio %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\usepackage[style=alphabetic,giveninits=true,sorting=none,hyperref,backend=biber,maxnames=3]{biblatex}
+\addbibresource{bibliography.bib}
+
+%% Templating %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\usepackage{pgf}
+\usepackage{xifthen, tikz}
+
+\usetheme{default} 
+
+\makeatletter
+
+
+%%% colors
+\definecolor{bleuroi}{RGB}{0, 8, 88}
+\definecolor{vertemeraude}{RGB}{0, 64, 44}
+\definecolor{lightgray}{RGB}{245,245,245}
+\definecolor{encre_de_chine}{RGB}{9,36,53}
+\definecolor{im_lost_in_your_eyes}{RGB}{110,138,159}
+\definecolor{metallic_grey}{RGB}{209,219,221}
+\definecolor{metallic_white}{RGB}{229,239,241}
+\definecolor{boss}{RGB}{229,72,27}
+\definecolor{toon_eyes}{RGB}{3,4,6}
+
+\setbeamercolor{frametitle}{bg=bleuroi,fg=white}
+\setbeamercolor*{normal text}{fg=toon_eyes,bg=white} 
+\setbeamercolor*{block title}{fg=white,bg=vertemeraude}
+\setbeamercolor*{block body}{fg=toon_eyes,bg=vertemeraude!5}
+\setbeamercolor{alerted text}{fg=vertemeraude}
+\setbeamercolor*{example text}{fg=toon_eyes,bg=white} 
+\setbeamercolor*{structure}{fg=bleuroi,bg=white}
+% sectionnavigation:
+\setbeamercolor*{section in head/foot}{fg=bleuroi,bg=white}
+
+% \let\oldtextbf\textbf
+% \renewcommand{\textbf}[1]{\textcolor{bleuroi}{\oldtextbf{#1}}}
+
+%%% Rounded boxes with no shading
+\pgfdeclareverticalshading[lower.bg,upper.bg]{bmb@transition}{200cm}{%
+  color(0pt)=(upper.bg); color(2pt)=(upper.bg); color(4pt)=(upper.bg)}
+\setbeamertemplate{blocks}[rounded][shadow=false]
+
+%%% Who on Earth uses navigation bars?
+\setbeamertemplate{navigation symbols}{}
+
+
+%%% Headline with sections
+\setbeamertemplate{headline}
+{%
+  \begin{beamercolorbox}[wd=\paperwidth,dp=.5ex,ht=2ex]{section in head/foot}
+    \insertsectionnavigationhorizontal{\paperwidth}{\hskip0pt plus1fill}{\hskip0pt plus1fill}\par % Centered
+    %\insertsectionnavigationhorizontal{\paperwidth}{}{\hfill\hfill} % Left aligned
+  \end{beamercolorbox}%
+}
+% Set the colors of the section bar
+\usesectionheadtemplate
+  {\colorbox{fg}{\color{bg} \insertsectionhead}}
+  {\color{fg!40!bg} \insertsectionhead}
+
+% \newlength\lpg@linewd
+% \setbox0=\hbox{\strut}
+% \newlength\strutht \strutht\ht0
+% \newlength\strutdp \strutdp\dp0
+
+\setbeamertemplate{frametitle}
+{
+  \begin{beamercolorbox}[wd=\paperwidth,dp=1ex,ht=2.6ex,leftskip=.7cm,rightskip=.7cm]{frametitle}
+    %\vskip-1ex
+    %[wd=\lpg@linewd, ht=\strutht, dp=\strutdp]{frametitle}
+    %\vskip-.8ex\hskip0.7cm
+    %\vskip-.8ex
+    \usebeamerfont{frametitle}\strut\insertframetitle
+    \ifx\insertframesubtitle\@empty
+    \else
+    \hfill \usebeamerfont{framesubtitle}\strut\insertframesubtitle
+    \fi%
+  \end{beamercolorbox}
+}
+
+
+%%% Page numbering in footline
+\setbeamertemplate{footline}{
+\hbox{\begin{beamercolorbox}[wd=1\paperwidth,ht=2.5ex,dp=1ex,right]{framenumber in head/foot}%
+    \usebeamerfont{framenumber in head/foot}%
+    %\insertframenumber\space/\space\inserttotalframenumber\hspace{0.3em}
+    \insertframenumber\hspace{0.5em}
+\end{beamercolorbox}}}
+
+%%% Reduce foot citation size
+\renewcommand{\footnotesize}{\tiny}
+
+%%% Display footnotes (not working, still no footnotes)
+% \setbeamertemplate{footnote}{%
+%   \hangpara{2em}{1}%
+%   \makebox[2em][l]{\insertfootnotemark}\footnotesize\insertfootnotetext\par%
+% }
+
+
+\makeatother
+
+%% Commentaires %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\newcommand{\annote}[3]{{
+    \colorbox{#3}{\bfseries\sffamily\footnotesize\textcolor{white}{#2}}
+    \color{#3}
+    $\blacktriangleright$\textit{#1}$\blacktriangleleft$}
+}
+%% Uncomment for final version (removes notes)
+%\renewcommand{\annote}[3]{}
+
+\newcommand{\todo}[1]{\annote{#1}{TODO}{green}}
diff --git a/doc/talks/2021-04-28_spirals-team/introduction.tex b/doc/talks/2021-04-28_spirals-team/introduction.tex
new file mode 100644
index 00000000..a977c09b
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/introduction.tex
@@ -0,0 +1,99 @@
+\section{Introduction}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{A very casual motivation}
+
+
+\begin{center}
+\Large
+I want to host \textbf{resilient web services} with \textbf{acceptable performance} on commodity hardware behind \textbf{household networks}.
+\end{center}
+\vfill
+
+\begin{block}{Keywords}
+\begin{columns}
+\column{.5\columnwidth}
+	\begin{itemize}
+		\item Decentralised networks
+		\item Edge computing
+	\end{itemize}
+\column{.5\columnwidth}
+	\begin{itemize}
+		\item Distributed storage
+		\item Privacy
+	\end{itemize}
+\end{columns}
+\end{block}
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Context}
+
+\textbf{Resilience}: Ability to recover quickly from failures and changes.
+\vspace{1ex}
+
+Only achievable through distribution of the hosted applications across several physical locations.
+\vfill
+
+
+\begin{block}{Application = \textbf{computations} on \textbf{data}}
+\begin{itemize}
+	\item \textbf{Computation}: Stateless; easy to distribute \& orchestrate.
+	% where it is performed does not matter as long as the application's state is accessible R/W
+	%Computation units are "easy" to distribute and orchestrate.
+
+	\item \textbf{Data}: Stateful; hard to distribute \& full of trade-offs.
+\end{itemize}
+\end{block}
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Concurrent writes example}{How to lose vaccines}
+
+\centering
+
+\includegraphics[width=.5\columnwidth]{figures/conflict_problem.pdf}
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{The problem}
+
+% \textbf{Path dependency}: existing data stores are built for data centres.
+
+% $\implies$ They assume good inter-node connectivity.
+% \vfill
+
+\begin{center}
+\Large
+Can we design an available data store tailored for adverse network conditions?
+\end{center}
+	
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% Maybe more framing of the context. What kind of data storage? Object vs Block vs what?
+% \begin{frame}{``Stateless'', ``serverless'', and the elephant in the room}
+
+% It seems easy to deploy \& administer web services nowadays ...
+
+% Because the inherent complexity is shadowed by proprietary ``cloud'' solutions.
+
+% The IT crowd can gloss over ``statelessness'' \emph{ad nauseam} ...
+
+% But storing \emph{state} remains an open research problem.
+
+% Data storage is either:
+
+% \begin{itemize}
+% 	\item A single point of failure;
+% 	\item Delegated to proprietary solutions;
+% 	\item Pain.
+% \end{itemize}
+
+% Today, we will review networked storage's history, and discuss open research questions.
+
+% \end{frame}
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/main.tex b/doc/talks/2021-04-28_spirals-team/main.tex
new file mode 100644
index 00000000..5cd9dc0c
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/main.tex
@@ -0,0 +1,70 @@
+\documentclass[compress]{beamer}
+
+\input{header.tex}
+
+%% Metadata %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\title{Distributed object storage is centralised}
+\subtitle{A quest for autonomy in the modern hosting ecology}
+\author{Adrien Luxey}
+\date{Wednesday, 28th April, 2021}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%% Begin document %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{document}
+
+%% Title page %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+{
+\setbeamertemplate{footline}{} 
+\setbeamertemplate{headline}{} 
+\begin{frame}
+\titlepage
+\end{frame}
+}
+
+%% Contents %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\input{introduction.tex}
+\input{sota.tex}
+\input{escaping_the_cloud.tex}
+\input{garage.tex}
+\input{conclusion.tex}
+
+
+%% Bibliography %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+% \begin{frame}
+% \large
+% \raggedright
+% Références
+
+% \printbibliography
+% \end{frame}
+
+%% Ending %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+{
+\setbeamertemplate{footline}{} 
+\setbeamertemplate{headline}{} 
+\begin{frame}
+\centering
+
+\vspace{1cm}
+\Large Thank you for your attention.
+
+\vspace{2cm}
+\large Now let's chat!
+
+\vspace{1cm}
+\raggedleft
+\includegraphics[width=.2\textwidth]{figures/m_proxy_gray.pdf}
+\end{frame}
+}
+
+%% Appendices %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+
+% \appendix
+% \input{sprinkler_appendix.tex}
+% \input{cascade_appendix.tex}
+% \input{spores_appendix.tex}
+
+
+\end{document}
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/sota.tex b/doc/talks/2021-04-28_spirals-team/sota.tex
new file mode 100644
index 00000000..23b9087a
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/sota.tex
@@ -0,0 +1,323 @@
+\section{State of the art}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{The CAP theorem}{Consistency vs. Availability}
+
+\begin{block}{Eric Brewer's theorem}
+``A shared-state system can have \textbf{at most two} of the following properties at any given time:
+
+\begin{itemize}
+	\item \textbf{C}onsistency
+	\item \textbf{A}vailability
+	\item \textbf{P}artition tolerance''
+\end{itemize}
+\end{block}
+
+
+\begin{center}
+\Large 
+Under network partitions, a distributed data store has to sacrifice either availability or consistency.
+\end{center}
+\vfill
+
+\begin{itemize}
+	\item \textbf{Consistency-first}: Abort incoming queries;
+	\item \textbf{Availability-first}: Return possibly stale data.
+\end{itemize}
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Consistency-first: the ACID model}{Consistency vs. Availability}
+
+\textbf{Transaction}: unit of work within an ACID data store. 
+%Comprises multiple operations.
+%E.g. bank transfer.
+%E.g. a bank transfer from A to B is a transaction involving two operations: withdraw money from A & credit B with the same money amount. 
+\vfill
+
+\begin{itemize}
+	\item \textbf{\underline{A}tomicity}: Transactions either complete entirely or fail.
+
+	No transaction ever seen as in-progress.
+
+	\item \textbf{\underline{C}onsistency}: Transactions always generate a valid state.
+
+	The database maintains its invariants across transactions.
+
+	\item \textbf{\underline{I}solation}: Concurrent transactions are seen as sequential.
+
+	Transactions are serializable, or sequentially consistent.
+
+	\item \textbf{\underline{D}urability}: Committed transactions are never forgotten.
+\end{itemize}
+\vfill\centering
+
+Reads are fast, writes are slow.
+
+\vfill\raggedright
+
+Example: relational databases.
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}[fragile]{Concurrent writes in ACID}{Consistency vs. Availability}
+
+
+\begin{columns}
+\column{.5\columnwidth}
+	\begin{block}{}
+		\begin{lstlisting}
+transaction AcqDoses(y):
+  x <- SELECT #vaccines;
+  UPDATE #vaccines = (x + y);
+		\end{lstlisting}
+	\end{block}
+	\vspace{5ex}
+
+	Supports compound operations.
+\column{.5\columnwidth}
+\centering
+\includegraphics[width=\columnwidth]{figures/conflict_acid.pdf}
+\end{columns}
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Availability-first: the BASE model}{Consistency vs. Availability}
+
+
+Some apps prefer availability, e.g. Amazon products' reviews.
+\vfill 
+
+The BASE model trades Consistency \& Isolation for Availability.
+
+
+%Some applications do not care about strong consistency and prefer being highly available (e.g. Amazon's product reviews).
+
+%In order to achieve higher availability, the BASE model relaxes consistency constraints of the ACID model: "eventual consistency".
+\vfill
+
+\begin{itemize}
+	\item \textbf{\underline{B}asic \underline{A}vailability}: 
+	The data store thrives to be available.
+
+	\item \textbf{\underline{S}oft-state}: 
+	Replicas can disagree on the valid state.
+
+	\item \textbf{\underline{E}ventual consistency}: 
+	In the absence of write queries, 
+	the data store will eventually converge to a single valid state.
+\end{itemize}
+\vfill\centering
+
+Writes are fast, reads are slow.
+
+\vfill\raggedright
+
+Examples: key-value \& object stores.
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Concurrent writes in BASE}{Consistency vs. Availability}
+
+\begin{columns}
+\column{.5\columnwidth}
+	\begin{block}{Object}
+		\begin{itemize}
+			\item Unique key
+			\item Arbitrary value 
+			\item Metadata
+		\end{itemize}
+	\end{block}
+	\vspace{5ex} 
+
+	Conflict resolution = client's job!
+	\vspace{5ex}
+
+	No compound operations.
+\column{.5\columnwidth}
+	\centering
+	\includegraphics[width=\columnwidth]{figures/conflict_base.pdf}
+\end{columns}
+
+% KV storage is another example, distinction is minor here
+
+% Object = unique key, arbitrary value, metadata.
+
+% Object storage only provides semantics to investigate causal order of queries *for individual objects*. No compound operations, no transactions.
+
+% Much easier to distribute, and "scale-out".
+
+% Write is fast, read is slow (gotta collect all object versions).
+
+% \todo{vaccines example with BASE model}
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Strong Eventual Consistency w/ CRDTs}{Consistency vs. Availability}
+
+\centering\small
+
+\fullcite{defago_conflict-free_2011}
+
+\vfill\raggedright\normalsize
+
+\begin{block}{Strong Eventual Consistency (SEC)}
+	\begin{itemize}
+		\item CRDTs specify distributed operations
+		\item Conflicts will be solved according to specification
+		\item Proven \& bound eventual convergence
+	\end{itemize}
+\end{block}
+
+\vfill\centering
+\includegraphics[width=.5\columnwidth]{figures/crdt.pdf}
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}[fragile]{Concurrent writes with CRDTs}{Consistency vs. Availability}
+
+\begin{columns}
+\column{.5\columnwidth}
+	\begin{block}{}
+		\begin{lstlisting}
+CRDT Counter(x0):
+  history = {}
+  op. incr(y):
+    history U= {(UUID(), y)}
+  op. decr(y):
+    history U= {(UUID(), -y)}
+  op. read():
+    x = x0
+    for (_, y) in history:
+    	x += y
+    return x
+		\end{lstlisting}
+	\end{block}
+	\vspace{2ex}
+
+	Operations commute?
+
+	$\implies$ screw total order!
+\column{.5\columnwidth}
+	\centering
+	\includegraphics[width=\columnwidth]{figures/conflict_crdt.pdf}
+\end{columns}
+
+\end{frame}
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{A complex CRDT: the DAG}{Consistency vs. Availability}
+
+\centering
+\only<1>{\includegraphics[height=\textheight]{figures/dag_crdt.png}}%
+\only<2>{
+	Just to say I swept a lot under the rug.
+	\vfill
+
+	For details, go read:
+
+	\fullcite{defago_conflict-free_2011}
+	\vfill
+
+	For an implementation, check \textbf{AntidoteDB}.
+}
+
+\end{frame}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{State of the practice}{Path dependency to the ``cloud''}
+
+\begin{block}{The BASE model is fashionable because}
+\centering 
+
+``\emph{High-performance} object storage for \emph{AI analytics} with PBs of \emph{IoT data streams} at the \emph{edge}, using \emph{5G}.''
+	% \begin{itemize}
+	% 	\item Highest performance 
+	% 	\item IoT data streams are inherently distributed
+	% \end{itemize}
+\end{block}
+
+\vfill\centering
+
+\includegraphics[width=.9\columnwidth]{figures/minio_edge.png}
+
+\vfill\raggedright
+
+
+%\begin{block}{}
+\begin{itemize}
+	\item Always backed by cloud: high performance network links.
+	\item Edge nodes always seen as clients or data sources, not peers.
+\end{itemize}
+%\end{block}
+
+% There is \textbf{always a central cloud cluster} in these use-cases.
+
+% Hidden constraint: \textbf{high performance inter-node connectivity}.
+
+
+
+\end{frame}
+
+
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% \begin{frame}{A brief history of storage}
+
+% We keep it short because we'll follow chronological order in the next section too.
+
+% \end{frame}
+
+
+% \begin{frame}{In the beginning, there were \emph{monoliths}}
+
+% \includegraphics[width=.5\columnwidth]{figures/stonehenge.jpg}
+
+% Web applications used to be monolithic:
+
+% \begin{itemize}
+% 	\item One or two servers;
+% 	\item Availability was not an obsession;
+% 	\item Latency was acceptable.
+% \end{itemize}
+
+% Relational databases were queens.
+
+% \end{frame}
+
+
+% \begin{frame}{Then came \emph{expectations}}
+% Then, the whole world went online, and suddenly: expectations!
+
+% \begin{itemize}
+% 	\item ``Milliseconds matter.'' (Algolia slogan)
+% 	\item Critical networked services (healthcare, logistics) need 100\% availability 
+% \end{itemize}
+
+% $\implies$ Microservices \& horizontal scalability.
+
+% \todo{Develop on the `herd not sheep' paradigm a bit.}
+
+% \end{frame}
+
+
+% \begin{frame}{Distributing state/storage: the remaining unknown}
+
+% The microservices orchestration game works well for \emph{stateless} services.
+
+% However, any application requires \emph{state}, persistent data. 
+
+% And this is tough. As we will now see.
+
+% (Not that it's not well studied: distributed storage has always been fashionable.)
+	
+% \end{frame}
\ No newline at end of file
diff --git a/doc/talks/2021-04-28_spirals-team/talk.pdf b/doc/talks/2021-04-28_spirals-team/talk.pdf
new file mode 100644
index 00000000..051d8f6c
--- /dev/null
+++ b/doc/talks/2021-04-28_spirals-team/talk.pdf