Merge pull request 'Add FOSDEM'24 talk' (#702) from talk-fosdem-24 into main
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doc/talks/2024-02-03-fosdem/.gitignore
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doc/talks/2024-02-03-fosdem/.gitignore
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*
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!*.txt
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!*.md
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!assets
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!.gitignore
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!*.svg
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!*.png
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!*.jpg
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!*.tex
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!Makefile
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!.gitignore
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!assets/*.drawio.pdf
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!talk.pdf
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doc/talks/2024-02-03-fosdem/Makefile
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doc/talks/2024-02-03-fosdem/Makefile
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ASSETS=../assets/lattice/lattice1.pdf_tex \
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../assets/lattice/lattice2.pdf_tex \
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../assets/lattice/lattice3.pdf_tex \
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../assets/lattice/lattice4.pdf_tex \
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../assets/lattice/lattice5.pdf_tex \
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../assets/lattice/lattice6.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 $(ASSETS)
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pdflatex talk.tex
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%.pdf: %.svg
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inkscape -D -z --file=$^ --export-pdf=$@
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%.pdf_tex: %.svg
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inkscape -D -z --file=$^ --export-pdf=$@ --export-latex
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doc/talks/2024-02-03-fosdem/talk.pdf
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doc/talks/2024-02-03-fosdem/talk.pdf
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doc/talks/2024-02-03-fosdem/talk.tex
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doc/talks/2024-02-03-fosdem/talk.tex
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\nonstopmode
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\documentclass[aspectratio=169,xcolor={svgnames}]{beamer}
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\usepackage[utf8]{inputenc}
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% \usepackage[frenchb]{babel}
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\usepackage{amsmath}
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\usepackage{mathtools}
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\usepackage{breqn}
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\usepackage{multirow}
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\usetheme{boxes}
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\usepackage{graphicx}
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\usepackage{import}
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\usepackage{adjustbox}
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\usepackage[absolute,overlay]{textpos}
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%\useoutertheme[footline=authortitle,subsection=false]{miniframes}
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%\useoutertheme[footline=authorinstitute,subsection=false]{miniframes}
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\useoutertheme{infolines}
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\setbeamertemplate{headline}{}
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\beamertemplatenavigationsymbolsempty
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\definecolor{TitleOrange}{RGB}{255,137,0}
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\setbeamercolor{title}{fg=TitleOrange}
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\setbeamercolor{frametitle}{fg=TitleOrange}
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\definecolor{ListOrange}{RGB}{255,145,5}
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\setbeamertemplate{itemize item}{\color{ListOrange}$\blacktriangleright$}
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\definecolor{verygrey}{RGB}{70,70,70}
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\setbeamercolor{normal text}{fg=verygrey}
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\usepackage{tabu}
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\usepackage{multicol}
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\usepackage{vwcol}
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\usepackage{stmaryrd}
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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
|
||||
\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}
|
||||
|
||||
\begin{document}
|
||||
|
||||
\begin{frame}
|
||||
\centering
|
||||
\includegraphics[width=.3\linewidth]{../../sticker/Garage.png}
|
||||
\vspace{1em}
|
||||
|
||||
{\large\bf Alex Auvolat, Deuxfleurs Association}
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||||
\vspace{1em}
|
||||
|
||||
\url{https://garagehq.deuxfleurs.fr/}
|
||||
|
||||
Matrix channel: \texttt{\#garage:deuxfleurs.fr}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Who I am}
|
||||
\begin{columns}[t]
|
||||
\begin{column}{.2\textwidth}
|
||||
\centering
|
||||
\adjincludegraphics[width=.4\linewidth, valign=t]{../assets/alex.jpg}
|
||||
\end{column}
|
||||
\begin{column}{.6\textwidth}
|
||||
\textbf{Alex Auvolat}\\
|
||||
PhD; co-founder of Deuxfleurs
|
||||
\end{column}
|
||||
\begin{column}{.2\textwidth}
|
||||
~
|
||||
\end{column}
|
||||
\end{columns}
|
||||
\vspace{2em}
|
||||
|
||||
\begin{columns}[t]
|
||||
\begin{column}{.2\textwidth}
|
||||
\centering
|
||||
\adjincludegraphics[width=.5\linewidth, valign=t]{../assets/logos/deuxfleurs.pdf}
|
||||
\end{column}
|
||||
\begin{column}{.6\textwidth}
|
||||
\textbf{Deuxfleurs}\\
|
||||
A non-profit self-hosting collective,\\
|
||||
member of the CHATONS network
|
||||
\end{column}
|
||||
\begin{column}{.2\textwidth}
|
||||
\centering
|
||||
\adjincludegraphics[width=.7\linewidth, valign=t]{../assets/logos/logo_chatons.png}
|
||||
\end{column}
|
||||
\end{columns}
|
||||
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Our objective at Deuxfleurs}
|
||||
|
||||
\begin{center}
|
||||
\textbf{Promote self-hosting and small-scale hosting\\
|
||||
as an alternative to large cloud providers}
|
||||
\end{center}
|
||||
\vspace{2em}
|
||||
\visible<2->{
|
||||
Why is it hard?
|
||||
}
|
||||
\visible<3->{
|
||||
\vspace{2em}
|
||||
\begin{center}
|
||||
\textbf{\underline{Resilience}}\\
|
||||
{\footnotesize we want good uptime/availability with low supervision}
|
||||
\end{center}
|
||||
}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Building a resilient system with cheap stuff}
|
||||
|
||||
\only<1,4-7>{
|
||||
\begin{itemize}
|
||||
\item \textcolor<5->{gray}{Commodity hardware (e.g. old desktop PCs)\\
|
||||
\vspace{.5em}
|
||||
\visible<4->{{\footnotesize (can die at any time)}}}
|
||||
\vspace{1.5em}
|
||||
\item<5-> \textcolor<7->{gray}{Regular Internet (e.g. FTTB, FTTH) and power grid connections\\
|
||||
\vspace{.5em}
|
||||
\visible<6->{{\footnotesize (can be unavailable randomly)}}}
|
||||
\vspace{1.5em}
|
||||
\item<7-> \textbf{Geographical redundancy} (multi-site replication)
|
||||
\end{itemize}
|
||||
}
|
||||
\only<2>{
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/neptune.jpg}
|
||||
\end{center}
|
||||
}
|
||||
\only<3>{
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/atuin.jpg}
|
||||
\end{center}
|
||||
}
|
||||
\only<8>{
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/inframap_jdll2023.pdf}
|
||||
\end{center}
|
||||
}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Object storage: a crucial component}
|
||||
\begin{center}
|
||||
\includegraphics[height=6em]{../assets/logos/Amazon-S3.jpg}
|
||||
\hspace{3em}
|
||||
\visible<2->{\includegraphics[height=5em]{../assets/logos/minio.png}}
|
||||
\hspace{3em}
|
||||
\visible<3>{\includegraphics[height=6em]{../../logo/garage_hires_crop.png}}
|
||||
\end{center}
|
||||
\vspace{1em}
|
||||
S3: a de-facto standard, many compatible applications
|
||||
|
||||
\vspace{1em}
|
||||
\visible<2->{MinIO is self-hostable but not suited for geo-distributed deployments}
|
||||
|
||||
\vspace{1em}
|
||||
\visible<3->{\textbf{Garage is a self-hosted drop-in replacement for the Amazon S3 object store}}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{CRDTs / weak consistency instead of consensus}
|
||||
|
||||
\underline{Internally, Garage uses only CRDTs} (conflict-free replicated data types)
|
||||
|
||||
\vspace{2em}
|
||||
Why not Raft, Paxos, ...? Issues of consensus algorithms:
|
||||
|
||||
\vspace{1em}
|
||||
\begin{itemize}
|
||||
\item<2-> \textbf{Software complexity}
|
||||
\vspace{1em}
|
||||
\item<3-> \textbf{Performance issues:}
|
||||
\vspace{.5em}
|
||||
\begin{itemize}
|
||||
\item<4-> The leader is a \textbf{bottleneck} for all requests\\
|
||||
\vspace{.5em}
|
||||
\item<5-> \textbf{Sensitive to higher latency} between nodes
|
||||
\vspace{.5em}
|
||||
\item<6-> \textbf{Takes time to reconverge} when disrupted (e.g. node going down)
|
||||
\end{itemize}
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{The data model of object storage}
|
||||
Object storage is basically a \textbf{key-value store}:
|
||||
\vspace{.5em}
|
||||
|
||||
{\scriptsize
|
||||
\begin{center}
|
||||
\begin{tabular}{|l|p{7cm}|}
|
||||
\hline
|
||||
\textbf{Key: file path + name} & \textbf{Value: file data + metadata} \\
|
||||
\hline
|
||||
\hline
|
||||
\texttt{index.html} &
|
||||
\texttt{Content-Type: text/html; charset=utf-8} \newline
|
||||
\texttt{Content-Length: 24929} \newline
|
||||
\texttt{<binary blob>} \\
|
||||
\hline
|
||||
\texttt{img/logo.svg} &
|
||||
\texttt{Content-Type: text/svg+xml} \newline
|
||||
\texttt{Content-Length: 13429} \newline
|
||||
\texttt{<binary blob>} \\
|
||||
\hline
|
||||
\texttt{download/index.html} &
|
||||
\texttt{Content-Type: text/html; charset=utf-8} \newline
|
||||
\texttt{Content-Length: 26563} \newline
|
||||
\texttt{<binary blob>} \\
|
||||
\hline
|
||||
\end{tabular}
|
||||
\end{center}
|
||||
}
|
||||
|
||||
\vspace{1em}
|
||||
\begin{itemize}
|
||||
\item<2> Maps well to CRDT data types
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Performance gains in practice}
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/perf/endpoint_latency_0.7_0.8_minio.png}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
|
||||
% ======================================== TIMELINE
|
||||
% ======================================== TIMELINE
|
||||
% ======================================== TIMELINE
|
||||
|
||||
\section{Recent developments}
|
||||
|
||||
% ====================== v0.7.0 ===============================
|
||||
|
||||
\begin{frame}
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{April 2022 - Garage v0.7.0}
|
||||
Focus on \underline{observability and ecosystem integration}
|
||||
\vspace{2em}
|
||||
\begin{itemize}
|
||||
\item \textbf{Monitoring:} metrics and traces, using OpenTelemetry
|
||||
\vspace{1em}
|
||||
\item Replication modes with 1 or 2 copies / weaker consistency
|
||||
\vspace{1em}
|
||||
\item Kubernetes integration for node discovery
|
||||
\vspace{1em}
|
||||
\item Admin API (v0.7.2)
|
||||
\end{itemize}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Metrics (Prometheus + Grafana)}
|
||||
\begin{center}
|
||||
\includegraphics[width=.9\linewidth]{../assets/screenshots/grafana_dashboard.png}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{Traces (Jaeger)}
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/screenshots/jaeger_listobjects.png}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
% ====================== v0.8.0 ===============================
|
||||
|
||||
\begin{frame}
|
||||
\begin{center}
|
||||
\includegraphics[width=.8\linewidth]{../assets/timeline-22-24.pdf}
|
||||
\end{center}
|
||||
\end{frame}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{November 2022 - Garage v0.8.0}
|
||||
Focus on \underline{performance}
|
||||
\vspace{2em}
|
||||
\begin{itemize}
|
||||
\item \textbf{Alternative metadata DB engines} (LMDB, Sqlite)
|
||||
\vspace{1em}
|
||||
\item \textbf{Performance improvements:} block streaming, various optimizations...
|
||||
\vspace{1em}
|
||||
\item Bucket quotas (max size, max \#objects)
|
||||
\vspace{1em}
|
||||
\item Quality of life improvements, observability, etc.
|
||||
\end{itemize}
|
||||
\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}
|
||||
|
||||
\begin{frame}
|
||||
\frametitle{DB engine performance comparison}
|
||||
\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
|
||||
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
Normal file
Binary file not shown.
BIN
doc/talks/assets/garage.drawio.png
Normal file
BIN
doc/talks/assets/garage.drawio.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 13 KiB |
BIN
doc/talks/assets/garage_sync.drawio.pdf
Normal file
BIN
doc/talks/assets/garage_sync.drawio.pdf
Normal file
Binary file not shown.
BIN
doc/talks/assets/garage_sync.drawio.png
Normal file
BIN
doc/talks/assets/garage_sync.drawio.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 30 KiB |
BIN
doc/talks/assets/geodistrib_paper.png
Normal file
BIN
doc/talks/assets/geodistrib_paper.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 295 KiB |
BIN
doc/talks/assets/jepsen-0.10.png
Normal file
BIN
doc/talks/assets/jepsen-0.10.png
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 346 KiB |
BIN
doc/talks/assets/jepsen-0.9.png
Normal file
BIN
doc/talks/assets/jepsen-0.9.png
Normal file
Binary file not shown.
|
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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<text
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xml:space="preserve"
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style="fill:#000000;stroke-width:0.264583"
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doc/talks/assets/logos/Amazon-S3.jpg
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BIN
doc/talks/assets/logos/NGI0Entrust_tag.png
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BIN
doc/talks/assets/logos/NGI0Entrust_tag.png
Normal file
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|
After Width: | Height: | Size: 77 KiB |
149
doc/talks/assets/logos/NGI0Entrust_tag.svg
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149
doc/talks/assets/logos/NGI0Entrust_tag.svg
Normal file
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<path fill="#000000" d="M89.9961 120.41C87.8477 117.664 85.0977 116.113 81.6484 115.664C78.1992 115.266 75.1523 116.113 72.4531 118.262C69.7031 120.41 68.1562 123.16 67.7031 126.559C67.2539 130.008 68.1562 133.059 70.3047 135.805C72.4024 138.555 75.1523 140.106 78.6016 140.504C82.0508 140.953 85.0977 140.106 87.8477 137.953C90.5469 135.805 92.0938 133.059 92.5469 129.609C92.9453 126.211 92.0938 123.16 89.9961 120.41L89.9961 120.41Z" />
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</g>
|
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</svg>
|
||||
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BIN
doc/talks/assets/logos/pses.png
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doc/talks/assets/perf/db_engine.png
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doc/talks/assets/perf/endpoint_latency_0.7_0.8_minio.png
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doc/talks/assets/schema-streaming-1.png
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doc/talks/assets/screenshots/garage_stats_0.10.png
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doc/talks/assets/screenshots/garage_status_0.10.png
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doc/talks/assets/screenshots/garage_status_0.10.png
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doc/talks/assets/screenshots/garage_status_0.9_prod.png
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doc/talks/assets/screenshots/garage_status_0.9_prod.png
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doc/talks/assets/screenshots/garage_status_0.9_prod_zonehl.png
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doc/talks/assets/screenshots/garage_status_unhealthy_0.10.png
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doc/talks/assets/screenshots/garage_status_unhealthy_0.10.png
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doc/talks/assets/screenshots/garage_worker_list_0.10.png
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doc/talks/assets/screenshots/garage_worker_list_0.10.png
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doc/talks/assets/screenshots/garage_worker_param_0.10.png
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doc/talks/assets/screenshots/grafana_dashboard.png
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doc/talks/assets/screenshots/grafana_dashboard.png
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doc/talks/assets/screenshots/jaeger_listobjects.png
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doc/talks/assets/screenshots/jaeger_listobjects.png
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doc/talks/assets/screenshots/jaeger_putobject.png
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doc/talks/assets/screenshots/jaeger_putobject.png
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|
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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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|
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|
|
@ -5,7 +5,7 @@ let
|
|||
scheme-basic
|
||||
beamer amsmath mathtools breqn
|
||||
environ
|
||||
multirow graphics import adjustbox tabu vwcol stmaryrd ulem ragged2e
|
||||
multirow graphics import adjustbox tabu vwcol stmaryrd ulem ragged2e textpos
|
||||
dvisvgm dvipng wrapfig hyperref capt-of;
|
||||
});
|
||||
in pkgs.mkShell { nativeBuildInputs = [ pkgs.gnumake latex ]; }
|
||||
|
|
|
|||
Loading…
Reference in a new issue