diff --git a/talks-public/2020-12-02-swhfs-inria/2020-12-02-swhfs-inria.org b/talks-public/2020-12-02-swhfs-inria/2020-12-02-swhfs-inria.org
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+#+COLUMNS: %40ITEM %10BEAMER_env(Env) %9BEAMER_envargs(Env Args) %10BEAMER_act(Act) %4BEAMER_col(Col) %10BEAMER_extra(Extra) %8BEAMER_opt(Opt)
+#+TITLE: The Software Heritage Filesystem (SwhFS)
+#+BEAMER_HEADER: \date[02 Dec 2020]{02 December 2020\\\sout{5} \sout{10} 15 min talk - Inria Paris}
+#+AUTHOR: Thibault Allançon
+#+DATE: 02 December 2020
+#+EMAIL: haltode@gmail.com
+
+#+INCLUDE: "../../common/modules/prelude.org" :minlevel 1
+#+INCLUDE: "../../common/modules/169.org"
+#+BEAMER_HEADER: \pgfdeclareimage[height=90mm,width=160mm]{bgd}{world-169.png}
+#+BEAMER_HEADER: \titlegraphic{}
+#+BEAMER_HEADER: \institute[EPITA \& Inria]{EPITA \& Inria Paris}
+#+BEAMER_HEADER: \author[Thibault Allançon]{Thibault Allançon\\ {\small\tt haltode@gmail.com\\ @haltode}\\ joint work with Stefano Zacchiroli, and Antoine Pietri}
+#+BEAMER_HEADER: \title[The Software Heritage Filesystem (SwhFS)]{The Software Heritage Filesystem (SwhFS)}
+#+BEAMER_HEADER: \hypersetup{colorlinks,urlcolor=blue,linkcolor=magenta,citecolor=red,linktocpage=true}
+
+
+* Introduction
+** Motivations
+    - Existing SWH archive interface:
+        - \url{https://archive.softwareheritage.org/browse/}
+        - \texttt{swh-web-client}
+        - \texttt{swh-vault}
+        - \texttt{swh-graph}
+    #+BEAMER: \vfill \pause
+    - Existing version control filesystems:
+        - \href{https://github.com/AUEB-BALab/RepoFS}{RepoFS}
+        - \href{https://github.com/microsoft/VFSForGit}{VFS for Git}
+        - \href{https://ieeexplore.ieee.org/document/6261115}{GitOD}
+        - ...
+    #+BEAMER: \vfill \pause
+*** SwhFS in a nutshell
+    A user-space filesystem that gives access to the Software Heritage archive
+    as a POSIX filesystem.
+
+* SwhFS presentation
+** Key features
+    1. VCS-agnostic thanks to the Software Heritage archive model
+    2. Does not require any local repository copy for exploration
+    3. Can mount any type of Software Heritage artifacts using its SWHID
+
+** Architecture
+    #+BEAMER: \vspace{-3mm}
+#+BEAMER: \begin{center}\includegraphics[width=1\textwidth]{this/arch-container.png}\end{center}
+    #+BEAMER: \vspace{-3mm}
+
+** Architecture
+    - **Front-end**:
+        - \texttt{swh-fuse} user-space daemon
+        - FUSE API with pyfuse3 bindings
+    - **FS Layout**:
+        - top-level directories: archive/, meta/, origin/
+        - one unique layout per artifact types
+    - **Back-end**:
+        - Asyncio
+        - Web API, Graph API
+        - SQLite local cache
+
+** Demo
+    #+BEAMER: \Huge\centering
+    Live demo
+
+* Conclusion
+** Wrapping up
+
+    - SwhFS: a POSIX user-space filesystem to naviguate SWH archive
+    - VCS-agnostic, no local repository copy needed
+    -
+        #+BEAMER: \small
+        #+BEAMER: \texttt{\$ pip install swh.fuse} \\
+        #+BEAMER: \texttt{\$ mkdir swhfs} \\
+        #+BEAMER: \texttt{\$ swh fs mount swhfs/}
+
+** What's next
+
+    - Large-scale validation of \texttt{swh-fuse} using subgraphs of the archive
+    - Once swh-graph has edge labels, use Graph API to efficiently populate entries during intensive queries (e.g.: ls -R)
+    - Batch API to query multiple similar objects at once
+
+** Useful links
+
+    - \url{https://forge.softwareheritage.org/source/swh-fuse/}
+
+*** See full paper for more details (under review)
+  #+BEGIN_EXPORT latex
+  \begin{thebibliography}{Foo Bar, 1969}
+  \small \vspace{-2mm}
+  \bibitem{swh-fuse-icse2021} Thibault Allançon, Antoine Pietri, Stefano Zacchiroli
+  \newblock The Software Heritage Filesystem (SwhFS): Integrating Source Code
+  Archival with Development
+  \newblock ICSE 2021, 42nd Intl. Conf. on Software Engineering, Demonstration track
+  \end{thebibliography}
+  draft: {\footnotesize \url{https://upsilon.cc/~zack/stuff/paper-swh-fuse.pdf}}
+  #+END_EXPORT
+
+* Appendix                                                       :B_appendix:
+  :PROPERTIES:
+  :BEAMER_env: appendix
+  :END:
diff --git a/talks-public/2020-12-02-swhfs-inria/Makefile b/talks-public/2020-12-02-swhfs-inria/Makefile
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+include ../Makefile.slides
diff --git a/talks-public/2020-12-02-swhfs-inria/this/arch-container.png b/talks-public/2020-12-02-swhfs-inria/this/arch-container.png
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