forked from Deuxfleurs/garage
Merge pull request 'Add FOSDEM'24 talk' (#702) from talk-fosdem-24 into main
Reviewed-on: Deuxfleurs/garage#702
This commit is contained in:
commit
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55 changed files with 5555 additions and 1 deletions
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doc/talks/2024-02-03-fosdem/.gitignore
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!talk.pdf
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ASSETS=../assets/lattice/lattice1.pdf_tex \
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../assets/lattice/lattice7.pdf_tex \
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../assets/lattice/lattice8.pdf_tex \
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../assets/logos/deuxfleurs.pdf \
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../assets/timeline-22-24.pdf
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talk.pdf: talk.tex $(ASSETS)
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pdflatex talk.tex
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doc/talks/2024-02-03-fosdem/talk.pdf
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\nonstopmode
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\documentclass[aspectratio=169,xcolor={svgnames}]{beamer}
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% \usepackage[frenchb]{babel}
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\usepackage{graphicx}
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\usepackage[normalem]{ulem}
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\AtBeginSection[]{
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\begin{frame}
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\vfill
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\centering
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\begin{beamercolorbox}[sep=8pt,center,shadow=true,rounded=true]{title}
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\usebeamerfont{title}\insertsectionhead\par%
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\end{beamercolorbox}
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\vfill
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\end{frame}
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}
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\title{Garage, the low-tech storage platform for geo-distributed clusters}
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\author{Alex Auvolat, Deuxfleurs}
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\date{FOSDEM'24, 2024-02-03}
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\begin{document}
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\begin{frame}
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\centering
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\includegraphics[width=.3\linewidth]{../../sticker/Garage.png}
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\vspace{1em}
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{\large\bf Alex Auvolat, Deuxfleurs Association}
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\vspace{1em}
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\url{https://garagehq.deuxfleurs.fr/}
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Matrix channel: \texttt{\#garage:deuxfleurs.fr}
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\end{frame}
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\begin{frame}
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\frametitle{Who I am}
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\begin{columns}[t]
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\begin{column}{.2\textwidth}
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\centering
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\adjincludegraphics[width=.4\linewidth, valign=t]{../assets/alex.jpg}
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\end{column}
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\begin{column}{.6\textwidth}
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\textbf{Alex Auvolat}\\
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PhD; co-founder of Deuxfleurs
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\end{column}
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\begin{column}{.2\textwidth}
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~
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\end{column}
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\end{columns}
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\vspace{2em}
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\begin{columns}[t]
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\begin{column}{.2\textwidth}
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\centering
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\adjincludegraphics[width=.5\linewidth, valign=t]{../assets/logos/deuxfleurs.pdf}
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\end{column}
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\begin{column}{.6\textwidth}
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\textbf{Deuxfleurs}\\
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A non-profit self-hosting collective,\\
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member of the CHATONS network
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\end{column}
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\begin{column}{.2\textwidth}
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\centering
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\adjincludegraphics[width=.7\linewidth, valign=t]{../assets/logos/logo_chatons.png}
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\end{column}
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\end{columns}
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\end{frame}
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\begin{frame}
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\frametitle{Our objective at Deuxfleurs}
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\begin{center}
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\textbf{Promote self-hosting and small-scale hosting\\
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as an alternative to large cloud providers}
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\end{center}
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\vspace{2em}
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\visible<2->{
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Why is it hard?
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}
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\visible<3->{
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\vspace{2em}
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\begin{center}
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\textbf{\underline{Resilience}}\\
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{\footnotesize we want good uptime/availability with low supervision}
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\end{center}
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}
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\end{frame}
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\begin{frame}
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\frametitle{Building a resilient system with cheap stuff}
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\only<1,4-7>{
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\begin{itemize}
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\item \textcolor<5->{gray}{Commodity hardware (e.g. old desktop PCs)\\
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\vspace{.5em}
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\visible<4->{{\footnotesize (can die at any time)}}}
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\vspace{1.5em}
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\item<5-> \textcolor<7->{gray}{Regular Internet (e.g. FTTB, FTTH) and power grid connections\\
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\vspace{.5em}
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\visible<6->{{\footnotesize (can be unavailable randomly)}}}
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\vspace{1.5em}
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\item<7-> \textbf{Geographical redundancy} (multi-site replication)
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\end{itemize}
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}
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\only<2>{
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\begin{center}
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\includegraphics[width=.8\linewidth]{../assets/neptune.jpg}
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\end{center}
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}
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\only<3>{
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\begin{center}
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\includegraphics[width=.8\linewidth]{../assets/atuin.jpg}
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\end{center}
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}
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\only<8>{
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\begin{center}
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\includegraphics[width=.8\linewidth]{../assets/inframap_jdll2023.pdf}
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\end{center}
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}
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\end{frame}
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\begin{frame}
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\frametitle{Object storage: a crucial component}
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\begin{center}
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\includegraphics[height=6em]{../assets/logos/Amazon-S3.jpg}
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\hspace{3em}
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\visible<2->{\includegraphics[height=5em]{../assets/logos/minio.png}}
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\hspace{3em}
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\visible<3>{\includegraphics[height=6em]{../../logo/garage_hires_crop.png}}
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\end{center}
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\vspace{1em}
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S3: a de-facto standard, many compatible applications
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\vspace{1em}
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\visible<2->{MinIO is self-hostable but not suited for geo-distributed deployments}
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\vspace{1em}
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\visible<3->{\textbf{Garage is a self-hosted drop-in replacement for the Amazon S3 object store}}
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\end{frame}
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\begin{frame}
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\frametitle{CRDTs / weak consistency instead of consensus}
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\underline{Internally, Garage uses only CRDTs} (conflict-free replicated data types)
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\vspace{2em}
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Why not Raft, Paxos, ...? Issues of consensus algorithms:
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\vspace{1em}
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\begin{itemize}
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\item<2-> \textbf{Software complexity}
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\vspace{1em}
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\item<3-> \textbf{Performance issues:}
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\vspace{.5em}
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\begin{itemize}
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\item<4-> The leader is a \textbf{bottleneck} for all requests\\
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\vspace{.5em}
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\item<5-> \textbf{Sensitive to higher latency} between nodes
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\vspace{.5em}
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\item<6-> \textbf{Takes time to reconverge} when disrupted (e.g. node going down)
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\end{itemize}
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\end{itemize}
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\end{frame}
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\begin{frame}
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\frametitle{The data model of object storage}
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Object storage is basically a \textbf{key-value store}:
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\vspace{.5em}
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{\scriptsize
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\begin{center}
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\begin{tabular}{|l|p{7cm}|}
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\hline
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\textbf{Key: file path + name} & \textbf{Value: file data + metadata} \\
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\hline
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\hline
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\texttt{index.html} &
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\texttt{Content-Type: text/html; charset=utf-8} \newline
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\texttt{Content-Length: 24929} \newline
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\texttt{<binary blob>} \\
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\hline
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\texttt{img/logo.svg} &
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\texttt{Content-Type: text/svg+xml} \newline
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\texttt{Content-Length: 13429} \newline
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\texttt{<binary blob>} \\
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\hline
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\texttt{download/index.html} &
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\texttt{Content-Type: text/html; charset=utf-8} \newline
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\texttt{Content-Length: 26563} \newline
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\texttt{<binary blob>} \\
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\hline
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\end{tabular}
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\end{center}
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}
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\vspace{1em}
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\begin{itemize}
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\item<2> Maps well to CRDT data types
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\end{itemize}
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\end{frame}
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\begin{frame}
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\frametitle{Performance gains in practice}
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\begin{center}
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\includegraphics[width=.8\linewidth]{../assets/perf/endpoint_latency_0.7_0.8_minio.png}
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\end{center}
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\end{frame}
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% ======================================== TIMELINE
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% ======================================== TIMELINE
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% ======================================== TIMELINE
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\section{Recent developments}
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% ====================== v0.7.0 ===============================
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\begin{frame}
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\begin{center}
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\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
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\end{center}
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\end{frame}
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\begin{frame}
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\frametitle{April 2022 - Garage v0.7.0}
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Focus on \underline{observability and ecosystem integration}
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\vspace{2em}
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\begin{itemize}
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|
\item \textbf{Monitoring:} metrics and traces, using OpenTelemetry
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\vspace{1em}
|
||||||
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\item Replication modes with 1 or 2 copies / weaker consistency
|
||||||
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\vspace{1em}
|
||||||
|
\item Kubernetes integration for node discovery
|
||||||
|
\vspace{1em}
|
||||||
|
\item Admin API (v0.7.2)
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
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\begin{frame}
|
||||||
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\frametitle{Metrics (Prometheus + Grafana)}
|
||||||
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\begin{center}
|
||||||
|
\includegraphics[width=.9\linewidth]{../assets/screenshots/grafana_dashboard.png}
|
||||||
|
\end{center}
|
||||||
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\end{frame}
|
||||||
|
|
||||||
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\begin{frame}
|
||||||
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\frametitle{Traces (Jaeger)}
|
||||||
|
\begin{center}
|
||||||
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\includegraphics[width=.8\linewidth]{../assets/screenshots/jaeger_listobjects.png}
|
||||||
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\end{center}
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||||||
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\end{frame}
|
||||||
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|
||||||
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% ====================== v0.8.0 ===============================
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||||||
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||||||
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\begin{frame}
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||||||
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\begin{center}
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||||||
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\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
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||||||
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\end{center}
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||||||
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\end{frame}
|
||||||
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|
||||||
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\begin{frame}
|
||||||
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\frametitle{November 2022 - Garage v0.8.0}
|
||||||
|
Focus on \underline{performance}
|
||||||
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\vspace{2em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item \textbf{Alternative metadata DB engines} (LMDB, Sqlite)
|
||||||
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\vspace{1em}
|
||||||
|
\item \textbf{Performance improvements:} block streaming, various optimizations...
|
||||||
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\vspace{1em}
|
||||||
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\item Bucket quotas (max size, max \#objects)
|
||||||
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\vspace{1em}
|
||||||
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\item Quality of life improvements, observability, etc.
|
||||||
|
\end{itemize}
|
||||||
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\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{About metadata DB engines}
|
||||||
|
\textbf{Issues with Sled:}
|
||||||
|
\vspace{1em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Huge files on disk
|
||||||
|
\vspace{.5em}
|
||||||
|
\item Unpredictable performance, especially on HDD
|
||||||
|
\vspace{.5em}
|
||||||
|
\item API limitations
|
||||||
|
\vspace{.5em}
|
||||||
|
\item Not actively maintained
|
||||||
|
\end{itemize}
|
||||||
|
|
||||||
|
\vspace{2em}
|
||||||
|
\textbf{LMDB:} very stable, good performance, file size is reasonable\\
|
||||||
|
\textbf{Sqlite} also available as a second choice
|
||||||
|
|
||||||
|
\vspace{1em}
|
||||||
|
Sled will be removed in Garage v1.0
|
||||||
|
\end{frame}
|
||||||
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|
||||||
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\begin{frame}
|
||||||
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\frametitle{DB engine performance comparison}
|
||||||
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\begin{center}
|
||||||
|
\includegraphics[width=.6\linewidth]{../assets/perf/db_engine.png}
|
||||||
|
\end{center}
|
||||||
|
NB: Sqlite was slow due to synchronous mode, now configurable
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Block streaming}
|
||||||
|
\begin{center}
|
||||||
|
\only<1>{\includegraphics[width=.8\linewidth]{../assets/schema-streaming-1.png}}
|
||||||
|
\only<2>{\includegraphics[width=.8\linewidth]{../assets/schema-streaming-2.png}}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{TTFB benchmark}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.8\linewidth]{../assets/perf/ttfb.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Throughput benchmark}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.7\linewidth]{../assets/perf/io-0.7-0.8-minio.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
% ====================== v0.9.0 ===============================
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{October 2023 - Garage v0.9.0}
|
||||||
|
Focus on \underline{streamlining \& usability}
|
||||||
|
\vspace{2em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Support multiple HDDs per node
|
||||||
|
\vspace{1em}
|
||||||
|
\item S3 compatibility:
|
||||||
|
\vspace{1em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item support basic lifecycle configurations
|
||||||
|
\vspace{.5em}
|
||||||
|
\item allow for multipart upload part retries
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{1em}
|
||||||
|
\item LMDB by default, deprecation of Sled
|
||||||
|
\vspace{1em}
|
||||||
|
\item New layout computation algorithm
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Layout computation}
|
||||||
|
\begin{overprint}
|
||||||
|
\onslide<1>
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=\linewidth, trim=0 0 0 -4cm]{../assets/screenshots/garage_status_0.9_prod_zonehl.png}
|
||||||
|
\end{center}
|
||||||
|
\onslide<2>
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.7\linewidth]{../assets/map.png}
|
||||||
|
\end{center}
|
||||||
|
\end{overprint}
|
||||||
|
\vspace{1em}
|
||||||
|
Garage stores replicas on different zones when possible
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{What a "layout" is}
|
||||||
|
\textbf{A layout is a precomputed index table:}
|
||||||
|
\vspace{1em}
|
||||||
|
|
||||||
|
{\footnotesize
|
||||||
|
\begin{center}
|
||||||
|
\begin{tabular}{|l|l|l|l|}
|
||||||
|
\hline
|
||||||
|
\textbf{Partition} & \textbf{Node 1} & \textbf{Node 2} & \textbf{Node 3} \\
|
||||||
|
\hline
|
||||||
|
\hline
|
||||||
|
Partition 0 & df-ymk (bespin) & Abricot (scorpio) & Courgette (neptune) \\
|
||||||
|
\hline
|
||||||
|
Partition 1 & Ananas (scorpio) & Courgette (neptune) & df-ykl (bespin) \\
|
||||||
|
\hline
|
||||||
|
Partition 2 & df-ymf (bespin) & Celeri (neptune) & Abricot (scorpio) \\
|
||||||
|
\hline
|
||||||
|
\hspace{1em}$\vdots$ & \hspace{1em}$\vdots$ & \hspace{1em}$\vdots$ & \hspace{1em}$\vdots$ \\
|
||||||
|
\hline
|
||||||
|
Partition 255 & Concombre (neptune) & df-ykl (bespin) & Abricot (scorpio) \\
|
||||||
|
\hline
|
||||||
|
\end{tabular}
|
||||||
|
\end{center}
|
||||||
|
}
|
||||||
|
|
||||||
|
\vspace{2em}
|
||||||
|
\visible<2->{
|
||||||
|
The index table is built centrally using an optimal algorithm,\\
|
||||||
|
then propagated to all nodes
|
||||||
|
}
|
||||||
|
|
||||||
|
\vspace{1em}
|
||||||
|
\visible<3->{
|
||||||
|
\footnotesize
|
||||||
|
Oulamara, M., \& Auvolat, A. (2023). \emph{An algorithm for geo-distributed and redundant storage in Garage}.\\ arXiv preprint arXiv:2302.13798.
|
||||||
|
}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
% ====================== v0.10.0 ===============================
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{October 2023 - Garage v0.10.0 beta}
|
||||||
|
Focus on \underline{consistency}
|
||||||
|
\vspace{2em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Fix consistency issues when reshuffling data
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Working with weak consistency}
|
||||||
|
Not using consensus limits us to the following:
|
||||||
|
\vspace{2em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item<2-> \textbf{Conflict-free replicated data types} (CRDT)\\
|
||||||
|
\vspace{1em}
|
||||||
|
{\footnotesize Non-transactional key-value stores such as S3 are equivalent to a simple CRDT:\\
|
||||||
|
a map of \textbf{last-writer-wins registers} (each key is its own CRDT)}
|
||||||
|
\vspace{1.5em}
|
||||||
|
\item<3-> \textbf{Read-after-write consistency}\\
|
||||||
|
\vspace{1em}
|
||||||
|
{\footnotesize Can be implemented using quorums on read and write operations}
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}[t]
|
||||||
|
\frametitle{CRDT read-after-write consistency using quorums}
|
||||||
|
|
||||||
|
\vspace{1em}
|
||||||
|
{\small
|
||||||
|
\textbf{Property:} If client 1 did an operation $write(x)$ and received an OK response,\\
|
||||||
|
\hspace{2cm} and client 2 starts an operation $read()$ after client 1 received OK,\\
|
||||||
|
\hspace{2cm} then client 2 will read a value $x' \sqsupseteq x$.
|
||||||
|
}
|
||||||
|
|
||||||
|
\vspace{1.5em}
|
||||||
|
\begin{overprint}
|
||||||
|
\onslide<2-9>
|
||||||
|
\begin{figure}
|
||||||
|
\centering
|
||||||
|
\footnotesize
|
||||||
|
\def\svgwidth{.7\textwidth}
|
||||||
|
\only<2>{\import{../assets/lattice/}{lattice1.pdf_tex}}%
|
||||||
|
\only<3>{\import{../assets/lattice/}{lattice2.pdf_tex}}%
|
||||||
|
\only<4>{\import{../assets/lattice/}{lattice3.pdf_tex}}%
|
||||||
|
\only<5>{\import{../assets/lattice/}{lattice4.pdf_tex}}%
|
||||||
|
\only<6>{\import{../assets/lattice/}{lattice5.pdf_tex}}%
|
||||||
|
\only<7>{\import{../assets/lattice/}{lattice6.pdf_tex}}%
|
||||||
|
\only<8>{\import{../assets/lattice/}{lattice7.pdf_tex}}%
|
||||||
|
\only<9>{\import{../assets/lattice/}{lattice8.pdf_tex}}%
|
||||||
|
\end{figure}
|
||||||
|
|
||||||
|
\onslide<10>
|
||||||
|
\begin{minipage}{.10\textwidth}
|
||||||
|
~
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.40\textwidth}
|
||||||
|
\footnotesize
|
||||||
|
\textbf{Algorithm $write(x)$:}
|
||||||
|
\begin{enumerate}
|
||||||
|
\item Broadcast $write(x)$ to all nodes
|
||||||
|
\item Wait for $k > n/2$ nodes to reply OK
|
||||||
|
\item Return OK
|
||||||
|
\end{enumerate}
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.40\textwidth}
|
||||||
|
\footnotesize
|
||||||
|
\vspace{1em}
|
||||||
|
\textbf{Algorithm $read()$:}
|
||||||
|
\begin{enumerate}
|
||||||
|
\item Broadcast $read()$ to all nodes
|
||||||
|
\item Wait for $k > n/2$ nodes to reply\\
|
||||||
|
with values $x_1, \dots, x_k$
|
||||||
|
\item Return $x_1 \sqcup \dots \sqcup x_k$
|
||||||
|
\end{enumerate}
|
||||||
|
\end{minipage}
|
||||||
|
\end{overprint}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{A hard problem: layout changes}
|
||||||
|
\begin{itemize}
|
||||||
|
\item We rely on quorums $k > n/2$ within each partition:\\
|
||||||
|
$$n=3,~~~~~~~k\ge 2$$
|
||||||
|
\item<2-> When rebalancing, the set of nodes responsible for a partition can change:\\
|
||||||
|
|
||||||
|
\vspace{1em}
|
||||||
|
\begin{minipage}{.04\linewidth}~
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.40\linewidth}
|
||||||
|
{\tiny
|
||||||
|
\begin{tabular}{|l|l|l|l|}
|
||||||
|
\hline
|
||||||
|
\textbf{Partition} & \textbf{Node 1} & \textbf{Node 2} & \textbf{Node 3} \\
|
||||||
|
\hline
|
||||||
|
\hline
|
||||||
|
Partition 0 & \textcolor{Crimson}{df-ymk} & Abricot & \textcolor{Crimson}{Courgette} \\
|
||||||
|
\hline
|
||||||
|
Partition 1 & Ananas & \textcolor{Crimson}{Courgette} & \textcolor{Crimson}{df-ykl} \\
|
||||||
|
\hline
|
||||||
|
Partition 2 & \textcolor{Crimson}{df-ymf} & \textcolor{Crimson}{Celeri} & Abricot \\
|
||||||
|
\hline
|
||||||
|
\hspace{1em}$\dots$ & \hspace{1em}$\dots$ & \hspace{1em}$\dots$ & \hspace{1em}$\dots$ \\
|
||||||
|
\hline
|
||||||
|
\end{tabular}
|
||||||
|
}
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.04\linewidth}
|
||||||
|
$\to$
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.40\linewidth}
|
||||||
|
{\tiny
|
||||||
|
\begin{tabular}{|l|l|l|l|}
|
||||||
|
\hline
|
||||||
|
\textbf{Partition} & \textbf{Node 1} & \textbf{Node 2} & \textbf{Node 3} \\
|
||||||
|
\hline
|
||||||
|
\hline
|
||||||
|
Partition 0 & \textcolor{ForestGreen}{Dahlia} & Abricot & \textcolor{ForestGreen}{Eucalyptus} \\
|
||||||
|
\hline
|
||||||
|
Partition 1 & Ananas & \textcolor{ForestGreen}{Euphorbe} & \textcolor{ForestGreen}{Doradille} \\
|
||||||
|
\hline
|
||||||
|
Partition 2 & \textcolor{ForestGreen}{Dahlia} & \textcolor{ForestGreen}{Echinops} & Abricot \\
|
||||||
|
\hline
|
||||||
|
\hspace{1em}$\dots$ & \hspace{1em}$\dots$ & \hspace{1em}$\dots$ & \hspace{1em}$\dots$ \\
|
||||||
|
\hline
|
||||||
|
\end{tabular}
|
||||||
|
}
|
||||||
|
\end{minipage}
|
||||||
|
|
||||||
|
\vspace{2em}
|
||||||
|
\item<3-> During the rebalancing, new nodes don't yet have the data,\\
|
||||||
|
~~~~~~~~~~~~~~~~~~~and old nodes want to get rid of the data to free up space\\
|
||||||
|
\vspace{1.2em}
|
||||||
|
$\to$ risk of inconsistency, \textbf{how to coordinate?}
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Handling layout changes without losing consistency}
|
||||||
|
\begin{minipage}{.55\textwidth}
|
||||||
|
\begin{itemize}
|
||||||
|
\item \textbf{Solution:}\\
|
||||||
|
\vspace{.5em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item keep track of data transfer to new nodes
|
||||||
|
\vspace{.5em}
|
||||||
|
\item use multiple write quorums\\
|
||||||
|
(new nodes + old nodes\\
|
||||||
|
while data transfer is in progress)
|
||||||
|
\vspace{.5em}
|
||||||
|
\item switching reads to new nodes\\
|
||||||
|
only once copy is finished
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{1em}
|
||||||
|
\item \textbf{Implemented} in v0.10
|
||||||
|
\vspace{1em}
|
||||||
|
\item \textbf{Validated} with Jepsen testing
|
||||||
|
\end{itemize}
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.23\textwidth}
|
||||||
|
\includegraphics[width=3cm]{../assets/jepsen-0.9.png}\\
|
||||||
|
{\footnotesize Garage v0.9.0}
|
||||||
|
\end{minipage}
|
||||||
|
\begin{minipage}{.2\textwidth}
|
||||||
|
\includegraphics[width=3cm]{../assets/jepsen-0.10.png}\\
|
||||||
|
{\footnotesize Garage v0.10 beta}
|
||||||
|
\end{minipage}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
% ====================== v0.10.0 ===============================
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Towards v1.0...}
|
||||||
|
Focus on \underline{security \& stability}
|
||||||
|
\vspace{2em}
|
||||||
|
\begin{itemize}
|
||||||
|
\item \textbf{Security audit} in progress by Radically Open Security
|
||||||
|
\vspace{1em}
|
||||||
|
\item Misc. S3 features (SSE-C, ...) and compatibility fixes
|
||||||
|
\vspace{1em}
|
||||||
|
\item Improve UX
|
||||||
|
\vspace{1em}
|
||||||
|
\item Fix bugs
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{...and beyond!}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.6\linewidth]{../assets/survey_requested_features.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
% ======================================== OPERATING
|
||||||
|
% ======================================== OPERATING
|
||||||
|
% ======================================== OPERATING
|
||||||
|
|
||||||
|
|
||||||
|
\section{Operating big Garage clusters}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Operating Garage}
|
||||||
|
\begin{center}
|
||||||
|
\only<1-2>{
|
||||||
|
\includegraphics[width=.9\linewidth]{../assets/screenshots/garage_status_0.10.png}
|
||||||
|
\\\vspace{1em}
|
||||||
|
\visible<2>{\includegraphics[width=.9\linewidth]{../assets/screenshots/garage_status_unhealthy_0.10.png}}
|
||||||
|
}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Garage's architecture}
|
||||||
|
\begin{center}
|
||||||
|
\only<1>{\includegraphics[width=.45\linewidth]{../assets/garage.drawio.pdf}}%
|
||||||
|
\only<2>{\includegraphics[width=.6\linewidth]{../assets/garage_sync.drawio.pdf}}%
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Digging deeper}
|
||||||
|
\begin{center}
|
||||||
|
\only<1>{\includegraphics[width=.9\linewidth]{../assets/screenshots/garage_stats_0.10.png}}
|
||||||
|
\only<2>{\includegraphics[width=.5\linewidth]{../assets/screenshots/garage_worker_list_0.10.png}}
|
||||||
|
\only<3>{\includegraphics[width=.6\linewidth]{../assets/screenshots/garage_worker_param_0.10.png}}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Potential limitations and bottlenecks}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Global:
|
||||||
|
\begin{itemize}
|
||||||
|
\item Max. $\sim$100 nodes per cluster (excluding gateways)
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{1em}
|
||||||
|
\item Metadata:
|
||||||
|
\begin{itemize}
|
||||||
|
\item One big bucket = bottleneck, object list on 3 nodes only
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{1em}
|
||||||
|
\item Block manager:
|
||||||
|
\begin{itemize}
|
||||||
|
\item Lots of small files on disk
|
||||||
|
\item Processing the resync queue can be slow
|
||||||
|
\end{itemize}
|
||||||
|
\end{itemize}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Deployment advice for very large clusters}
|
||||||
|
\begin{itemize}
|
||||||
|
\item Metadata storage:
|
||||||
|
\begin{itemize}
|
||||||
|
\item ZFS mirror (x2) on fast NVMe
|
||||||
|
\item Use LMDB storage engine
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{.5em}
|
||||||
|
\item Data block storage:
|
||||||
|
\begin{itemize}
|
||||||
|
\item Use Garage's native multi-HDD support
|
||||||
|
\item XFS on individual drives
|
||||||
|
\item Increase block size (1MB $\to$ 10MB, requires more RAM and good networking)
|
||||||
|
\item Tune \texttt{resync-tranquility} and \texttt{resync-worker-count} dynamically
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{.5em}
|
||||||
|
\item Other :
|
||||||
|
\begin{itemize}
|
||||||
|
\item Split data over several buckets
|
||||||
|
\item Use less than 100 storage nodes
|
||||||
|
\item Use gateway nodes
|
||||||
|
\end{itemize}
|
||||||
|
\vspace{.5em}
|
||||||
|
\end{itemize}
|
||||||
|
Our deployments: $< 10$ TB. Some people have done more!
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
|
||||||
|
% ======================================== END
|
||||||
|
% ======================================== END
|
||||||
|
% ======================================== END
|
||||||
|
|
||||||
|
\begin{frame}
|
||||||
|
\frametitle{Where to find us}
|
||||||
|
\begin{center}
|
||||||
|
\includegraphics[width=.25\linewidth]{../../logo/garage_hires.png}\\
|
||||||
|
\vspace{-1em}
|
||||||
|
\url{https://garagehq.deuxfleurs.fr/}\\
|
||||||
|
\url{mailto:garagehq@deuxfleurs.fr}\\
|
||||||
|
\texttt{\#garage:deuxfleurs.fr} on Matrix
|
||||||
|
|
||||||
|
\vspace{1.5em}
|
||||||
|
\includegraphics[width=.06\linewidth]{../assets/logos/rust_logo.png}
|
||||||
|
\includegraphics[width=.13\linewidth]{../assets/logos/AGPLv3_Logo.png}
|
||||||
|
\end{center}
|
||||||
|
\end{frame}
|
||||||
|
|
||||||
|
\end{document}
|
||||||
|
|
||||||
|
%% vim: set ts=4 sw=4 tw=0 noet spelllang=en :
|
||||||
6
doc/talks/assets/.gitignore
vendored
6
doc/talks/assets/.gitignore
vendored
|
|
@ -1,2 +1,8 @@
|
||||||
# Files that are auto-generated when building pdfs
|
# Files that are auto-generated when building pdfs
|
||||||
deuxfleurs.pdf
|
deuxfleurs.pdf
|
||||||
|
timeline-22-24.pdf
|
||||||
|
lattice*.pdf_tex
|
||||||
|
lattice*.pdf
|
||||||
|
|
||||||
|
# tmp files generated by krita
|
||||||
|
*~
|
||||||
|
|
|
||||||
BIN
doc/talks/assets/garage.drawio.pdf
Normal file
BIN
doc/talks/assets/garage.drawio.pdf
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BIN
doc/talks/assets/garage.drawio.png
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|
After Width: | Height: | Size: 13 KiB |
BIN
doc/talks/assets/garage_sync.drawio.pdf
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doc/talks/assets/garage_sync.drawio.pdf
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doc/talks/assets/garage_sync.drawio.png
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|
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doc/talks/assets/geodistrib_paper.png
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|
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BIN
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|
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BIN
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BIN
doc/talks/assets/jepsen-0.9.png
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|
After Width: | Height: | Size: 350 KiB |
433
doc/talks/assets/lattice/lattice1.svg
Normal file
433
doc/talks/assets/lattice/lattice1.svg
Normal file
|
|
@ -0,0 +1,433 @@
|
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|
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536
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y="33.02087">$\sqsupseteq \{a\} \to$ OK</tspan></text>
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;stroke-width:0.264583;fill:#000000"
|
||||||
|
x="112.90984"
|
||||||
|
y="40.841526"
|
||||||
|
id="text1117"><tspan
|
||||||
|
sodipodi:role="line"
|
||||||
|
id="tspan1115"
|
||||||
|
style="stroke-width:0.264583;fill:#000000"
|
||||||
|
x="112.90984"
|
||||||
|
y="40.841526">$\{a,c\}$</tspan></text>
|
||||||
|
<text
|
||||||
|
xml:space="preserve"
|
||||||
|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;stroke-width:0.264583;fill:#000000"
|
||||||
|
x="49.27084"
|
||||||
|
y="40.841526"
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id="text1117-3"><tspan
|
||||||
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sodipodi:role="line"
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||||||
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id="tspan1115-5"
|
||||||
|
style="stroke-width:0.264583;fill:#000000"
|
||||||
|
x="49.27084"
|
||||||
|
y="40.841526">$\{a,b\}$</tspan></text>
|
||||||
|
<text
|
||||||
|
xml:space="preserve"
|
||||||
|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;text-align:center;text-anchor:middle;stroke-width:0.264583;fill:#000000"
|
||||||
|
x="176.20593"
|
||||||
|
y="40.841526"
|
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|
id="text1117-6"><tspan
|
||||||
|
sodipodi:role="line"
|
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id="tspan1115-2"
|
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|
style="stroke-width:0.264583;fill:#000000"
|
||||||
|
x="176.20593"
|
||||||
|
y="40.841526">$\{b,c\}$</tspan></text>
|
||||||
|
</g>
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|
<path
|
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|
style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2)"
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|
d="M 153.33622,90.367682 118.34198,73.428915"
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|
id="path1300" />
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|
<path
|
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|
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id="path1300-2" />
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id="path1300-0" />
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id="path1300-2-6" />
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<path
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-93-1)"
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d="M 118.34198,61.655656 153.33622,44.716889"
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id="path1300-0-7" />
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<path
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style="fill:none;stroke:#000000;stroke-width:0.5;stroke-linecap:butt;stroke-linejoin:miter;stroke-dasharray:none;stroke-opacity:1;marker-end:url(#Arrow2-9-7-2)"
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d="M 212.4544,34.227412 177.46016,17.288645"
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<path
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|
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|
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|
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|
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|
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|
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|
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|
<circle
|
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|
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|
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|
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|
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|
cx="126.08154"
|
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|
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|
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<circle
|
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|
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|
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|
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|
cx="18.004833"
|
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|
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|
r="2.7302806" />
|
||||||
|
<circle
|
||||||
|
style="fill:#800080;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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|
id="path3663-6-6"
|
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|
cx="18.004833"
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
x="6.9525447"
|
||||||
|
y="13.702217"
|
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|
id="text3707"><tspan
|
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|
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|
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|
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|
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|
style="stroke-width:0.264583;fill:#000000"
|
||||||
|
x="6.9525447"
|
||||||
|
y="13.702217">$write(\{a\})$:</tspan></text>
|
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|
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|
||||||
|
xml:space="preserve"
|
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|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||||
|
x="6.9525447"
|
||||||
|
y="65.261436"
|
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|
id="text3707-1"><tspan
|
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|
sodipodi:role="line"
|
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|
id="tspan3705-5"
|
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|
style="fill:#000000;stroke-width:0.264583"
|
||||||
|
x="6.9525447"
|
||||||
|
y="65.261436">$read()$:</tspan></text>
|
||||||
|
<text
|
||||||
|
xml:space="preserve"
|
||||||
|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
||||||
|
y="24.042637"
|
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|
id="text3750"><tspan
|
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|
sodipodi:role="line"
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|
id="tspan3748"
|
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|
style="fill:#000000;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
||||||
|
y="24.042637">$\sqsupseteq \{a\} \to$ OK</tspan></text>
|
||||||
|
<text
|
||||||
|
xml:space="preserve"
|
||||||
|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
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|
y="33.02087"
|
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|
id="text3750-3"><tspan
|
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|
sodipodi:role="line"
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id="tspan3748-2"
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|
style="fill:#000000;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
||||||
|
y="33.02087">$\sqsupseteq \{a\} \to$ OK</tspan></text>
|
||||||
|
<text
|
||||||
|
xml:space="preserve"
|
||||||
|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#999999;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
||||||
|
y="41.972523"
|
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|
id="text3750-0"><tspan
|
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|
sodipodi:role="line"
|
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|
id="tspan3748-6"
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|
style="fill:#999999;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
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|
y="41.972523">$\not\sqsupseteq \{a\}$</tspan></text>
|
||||||
|
<circle
|
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|
style="fill:#ff0000;stroke:none;stroke-width:0.499999;stroke-dasharray:none;stop-color:#000000"
|
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|
id="path3663-6-6-4"
|
||||||
|
cx="18.004833"
|
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|
cy="70.942116"
|
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|
r="2.7302806" />
|
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|
<text
|
||||||
|
xml:space="preserve"
|
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|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
||||||
|
y="73.643356"
|
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|
id="text3750-7"><tspan
|
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|
sodipodi:role="line"
|
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|
id="tspan3748-65"
|
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|
style="fill:#000000;stroke-width:0.264583"
|
||||||
|
x="23.457415"
|
||||||
|
y="73.643356">$\to \{\}$</tspan></text>
|
||||||
|
<text
|
||||||
|
xml:space="preserve"
|
||||||
|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
|
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|
x="14.395845"
|
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|
y="52.022549"
|
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|
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|
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|
sodipodi:role="line"
|
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|
id="tspan4278"
|
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|
style="fill:#000000;stroke-width:0.264583"
|
||||||
|
x="14.395845"
|
||||||
|
y="52.022549">return OK</tspan></text>
|
||||||
|
</g>
|
||||||
|
</svg>
|
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|
After Width: | Height: | Size: 19 KiB |
581
doc/talks/assets/lattice/lattice7.svg
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581
doc/talks/assets/lattice/lattice7.svg
Normal file
|
|
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|
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|
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|
y="24.042637">$\sqsupseteq \{a\} \to$ OK</tspan></text>
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|
y="33.02087">$\sqsupseteq \{a\} \to$ OK</tspan></text>
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|
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|
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|
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|
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|
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|
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|
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|
y="73.643356">$\to \{\}$</tspan></text>
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xml:space="preserve"
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
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|
style="fill:#000000;stroke-width:0.264583"
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|
y="52.022549">return OK</tspan></text>
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|
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|
xml:space="preserve"
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|
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|
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|
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|
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|
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After Width: | Height: | Size: 20 KiB |
581
doc/talks/assets/lattice/lattice8.svg
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581
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y="65.261436"
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style="fill:#000000;stroke-width:0.264583"
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x="6.9525447"
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x="23.457415"
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y="24.042637">$\sqsupseteq \{a\} \to$ OK</tspan></text>
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
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|
x="23.457415"
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|
y="33.02087">$\sqsupseteq \{a\} \to$ OK</tspan></text>
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|
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|
xml:space="preserve"
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|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
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x="23.457415"
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style="fill:#000000;stroke-width:0.264583"
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|
y="73.643356">$\to \{\}$</tspan></text>
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xml:space="preserve"
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style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
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x="14.395845"
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|
style="fill:#000000;stroke-width:0.264583"
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|
x="14.395845"
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|
y="52.022549">return OK</tspan></text>
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|
<text
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|
xml:space="preserve"
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|
style="font-size:8.46667px;line-height:1.25;font-family:sans-serif;fill:#000000;stroke-width:0.264583"
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x="14.395845"
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|
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doc/talks/assets/screenshots/jaeger_putobject.png
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doc/talks/assets/survey_requested_features.png
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doc/talks/assets/survey_requested_features.png
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327
doc/talks/assets/timeline-22-24.svg
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327
doc/talks/assets/timeline-22-24.svg
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@ -5,7 +5,7 @@ let
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scheme-basic
|
scheme-basic
|
||||||
beamer amsmath mathtools breqn
|
beamer amsmath mathtools breqn
|
||||||
environ
|
environ
|
||||||
multirow graphics import adjustbox tabu vwcol stmaryrd ulem ragged2e
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multirow graphics import adjustbox tabu vwcol stmaryrd ulem ragged2e textpos
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||||||
dvisvgm dvipng wrapfig hyperref capt-of;
|
dvisvgm dvipng wrapfig hyperref capt-of;
|
||||||
});
|
});
|
||||||
in pkgs.mkShell { nativeBuildInputs = [ pkgs.gnumake latex ]; }
|
in pkgs.mkShell { nativeBuildInputs = [ pkgs.gnumake latex ]; }
|
||||||
|
|
|
||||||
Loading…
Reference in a new issue