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[[Image:renater5-g5k.jpg|thumbnail|250px|right|Grid'5000]]
[[Image:g5k-backbone.png|thumbnail|260px|right|Grid'5000]]
 
'''Grid'5000 is a large-scale and flexible testbed for experiment-driven research in all areas of computer science, with a focus on parallel and distributed computing including Cloud, HPC and Big Data and AI.'''
'''Grid'5000 is a large-scale and versatile testbed for experiment-driven research in all areas of computer science, with a focus on parallel and distributed computing including Cloud, HPC and Big Data.'''


Key features:
Key features:
* provides '''access to a large amount of resources''': 1000 nodes, 8000 cores, grouped in homogeneous clusters, and featuring various technologies: 10G Ethernet, Infiniband, GPUs, Xeon PHI
* provides '''access to a large amount of resources''': 15000 cores, 800 compute-nodes grouped in homogeneous clusters, and featuring various technologies: PMEM, GPU, SSD, NVMe, 10G and 25G Ethernet, Infiniband, Omni-Path
* '''highly reconfigurable and controllable''': researchers can experiment with a fully customized software stack thanks to bare-metal deployment features, and can isolate their experiment at the networking layer
* '''highly reconfigurable and controllable''': researchers can experiment with a fully customized software stack thanks to bare-metal deployment features, and can isolate their experiment at the networking layer
* '''advanced monitoring and measurement features for traces collection of networking and power consumption''', providing a deep understanding of experiments
* '''advanced monitoring and measurement features for traces collection of networking and power consumption''', providing a deep understanding of experiments
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<br>
<br>
Read more about our [[Grid5000:People|teams]], our [[Grid5000:Publications|publications]], and the [[Grid5000:UserCharter|usage policy]] of the testbed.<br>
Read more about our [[Team|teams]], our [[Publications|publications]], and the [[Grid5000:UsagePolicy|usage policy]] of the testbed. Then [[Grid5000:Get_an_account|get an account]], and learn how to use the testbed with our [[Getting_Started|Getting Started tutorial]] and the rest of our [[:Category:Portal:User|Users portal]].
Then [[Grid5000:Get_an_account|get an account]], and learn how to use the testbed with our [[Getting_Started|Getting Started tutorial]] and the rest of our [[:Category:Portal:User|Users portal]].
 
<!--
<b>Grid'5000 is merging with [https://fit-equipex.fr FIT] to build the [http://www.silecs.net/ SILECS Infrastructure for Large-scale Experimental Computer Science]. Read [http://www.silecs.net/wp-content/uploads/2018/04/Desprez-SILECS.pdf an Introduction to SILECS] (April 2018)</b>
 
<br>
<br>
Recently published documents:
Recently published documents and presentations:
* Slides from Frederic Desprez's keynote at IEEE CLUSTER 2014 (FIXME)
* [[Media:Grid5000.pdf|Presentation of Grid'5000]] (April 2019)
* Report from the Grid'5000 Science Advisory Board meeting (2014) (FIXME)
* [https://www.grid5000.fr/mediawiki/images/Grid5000_science-advisory-board_report_2018.pdf Report from the Grid'5000 Science Advisory Board (2018)]
-->
 
Older documents:
* [https://www.grid5000.fr/slides/2014-09-24-Cluster2014-KeynoteFD-v2.pdf Slides from Frederic Desprez's keynote at IEEE CLUSTER 2014]
* [https://www.grid5000.fr/ScientificCommittee/SAB%20report%20final%20short.pdf Report from the Grid'5000 Science Advisory Board (2014)]


<br>
<br>
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== Latest publications from Grid'5000 users ==
{{#publications:3||*}}
<br>
<br>
{{#status:0|0|0|http://bugzilla.grid5000.fr/status/upcoming.json}}
{{#status:0|0|0|http://bugzilla.grid5000.fr/status/upcoming.json}}
==Latest news==
<br>
=== [http://www.lifl.fr/~melab/HTML/Journee-G5K-Lille.htm Grid'5000 tutorial days in Lille] ===
We are happy to let you known that tutorials around Grid'5000 will be organized in Lille on November 20th, 2014, with a few seats available for people outside Lille. All information on the [http://www.lifl.fr/~melab/HTML/Journee-G5K-Lille.htm dedicated web page].
=== [[Grid5000:School2014|Grid'5000 spring school]] now finished ===
The Grid'5000 spring school took place between June 16th, 2014 and June 19th, 2014 in Lyon. Three awards were given for presentation or challenge entries (the challenge entries ended as a tie):
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[[Image:Presentation_Gistau_award.png|252px|Best presentation award to Miguel Liroz Gistau]]


Best presentation award to Miguel Liroz Gistau, Reza Akbarinia and Patrick Valduriez
== Random pick of publications ==
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{{#publications:}}
[[Image:Challenge_Buchert_award.png|252px|Best challenge entry to Tomasz Buchert, Emmanuel Jeanvoine and Lucas Nussbaum]]


Best challenge entry to Tomasz Buchert, Emmanuel Jeanvoine and Lucas Nussbaum
==Latest news==
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<rss max=4 item-max-length="2000">https://www.grid5000.fr/rss/G5KNews.php</rss>
[[Image:Challenge_Pastor_award.png|252px|Best challenge entry to Jonathan Pastor and Laurent Pouilloux]]
 
Best challenge entry to Jonathan Pastor and Laurent Pouilloux
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<!--
=== Journée Aramis ===
 
Le 16/04 aura lieu la journée Aramis "Usages et services du cloud dans notre environnement enseignement supérieur et recherche" avec une présentation de Grid'5000 par Simon Delamare.
 
Cette journée est webcastée par la cellule Webcast du CC-IN2P3. Vous pouvez donc suivre en direct les [http://webcast.in2p3.fr/live/pleiniere_aramis_2014 présentations]. Le programme de la journée est disponible [http://aramis.resinfo.org/wiki/doku.php?id=pleniaires:pleniere17avril2014 ici]
 
=== [[Grid5000:UserCharter|Grid'5000 Charter]] revised ===
The Grid'5000 charter has been reworded and simplified so as to be more inclusive about possible uses. The rules to ensure availability during the day for any user and during the night for large resource usage have not been changed.
=== [[Grid5000:school2014|Grid'5000 school 2014]] announced ===
Organized in Lyon, from June 16th to June 19th 2014, this [[Grid5000:school2014|spring school]] will bring together, but is not limited to, Grid'5000's users, technical team and executive committee for 4 days of tutorials and talks focusing on best-practices and results. Presentations and practical sessions will cover both basic usage of the platform, for new users, or potential users of Grid'5000 and advanced and new usage of the platform, for current users. Deadline to submit presentation proposals is March 29th, 2014.
 
=== Grid'5000 users win second prize at CCGRID 2013's SCALE challenge ===
Snooze based entry running on Grid'5000 entry wins [http://www.pds.ewi.tudelft.nl/ccgrid2013/awards/ 2nd prize] at [http://www.pds.ewi.tudelft.nl/ccgrid2013/ CCGrid 2013] [http://www.pds.ewi.tudelft.nl/ccgrid2013/calls/scale-challenge/ SCALE challenge]: well done Matthieu and Anne-Cécile for defending the entry titled ''Scalability of the Snooze Autonomic Cloud Management System'' by Eugen Feller, Christine Morin, Matthieu Simonin, Anne-Cécile Orgerie, and Yvon Jégou.
 
=== Grid'5000 users finalists of the SCALE'2013 challenge ===
Two submissions (out of five) from Grid'5000 users took part in the final of the international SCALE'2013 challenge (held with CCGrid'2013):
* D. Balouek, A. Lèbre, F. Quesnel Flauncher and DVMS -- Deploying and Scheduling Thousands of Virtual Machines on Hundreds of Nodes Distributed Geographically
* Eugen Feller, Christine Morin, Matthieu Simonin, Anne-Cécile Orgerie, and Yvon Jégou -- Scalability of the Snooze Autonomic Cloud Management System.
 
The first proposition presents the deployment and scheduling of thousands of virtual machines, conducted with the Flauncher and DVMS frameworks, across the Grid'5000 testbed.
The frameworks have been able to deploy and schedule up to 10000 VMs during the tests. This research has been conducted in the context of the INRIA Hemera initiative.
 
The second proposition presents the Snooze architecture and focus on the following aspects :
* System set up scalability and resources consumption,
* Self-healing capabilities.
The deployment of Snooze were distributed over several sites of the Grid'5000 testbed.
The framework has been able to start 11000 of system services, recover thousands of failures
and used to launch large hadoop/mapreduce experiments.
This research has been conducted in the context of the INRIA Snooze ADT.
=== Grid'5000 tutorial during ComPAS'2013 ===
The [http://compas2013.inrialpes.fr/ ComPAS'2013 conference] (replacing RenPar, SympA and CFSE), to be held in Grenoble between January 15th and 18th, will feature a Grid'5000 tutorial.
-->
----
----
[[Grid5000:News|read more news]]
[[News|Read more news]]


=== Grid'5000 sites===
=== Grid'5000 sites===
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* [[Lille:Home|Lille]]
* [[Lille:Home|Lille]]
* [[Luxembourg:Home|Luxembourg]]
* [[Luxembourg:Home|Luxembourg]]
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* [[Lyon:Home|Lyon]]
* [[Lyon:Home|Lyon]]
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* [[Nancy:Home|Nancy]]
* [[Nancy:Home|Nancy]]
* [[Nantes:Home|Nantes]]
* [[Nantes:Home|Nantes]]
* [[Reims:Home|Reims]]
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* [[Rennes:Home|Rennes]]
* [[Rennes:Home|Rennes]]
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* [[Sophia:Home|Sophia-Antipolis]]
* [[Sophia:Home|Sophia-Antipolis]]
* [[Toulouse:Home|Toulouse]]
* [[Toulouse:Home|Toulouse]]
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== Current funding ==
== Current funding ==
As from June 2008, INRIA is the main contributor to [[Grid5000:Funding|Grid'5000 funding]].  
As from June 2008, Inria is the main contributor to [[Grid5000:Funding|Grid'5000 funding]].  
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===CNRS===
===CNRS===
[[Image:CNRS-filaire-MonoBleu.gif|100px]]
[[Image:CNRS-filaire-Quadri.png|125px]]
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===Universities===
===Universities===
University Joseph Fourier, Grenoble<br/>
IMT Atlantique<br/>
University of Rennes 1, Rennes<br/>
Université Grenoble Alpes, Grenoble INP<br/>
Université Rennes 1, Rennes<br/>
Institut National Polytechnique de Toulouse / INSA / FERIA / Université Paul Sabatier, Toulouse<br/>
Institut National Polytechnique de Toulouse / INSA / FERIA / Université Paul Sabatier, Toulouse<br/>
University Bordeaux 1, Bordeaux<br/>
Université Bordeaux 1, Bordeaux<br/>
University Lille 1, Lille<br/>
Université Lille 1, Lille<br/>
Ecole Normale Supérieure, Lyon<br/>
École Normale Supérieure, Lyon<br/>
Université de Reims Champagne-Ardenne, Reims<br/>
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===Regional councils===
===Regional councils===
Aquitaine<br/>
Aquitaine<br/>
Auvergne-Rhône-Alpes<br/>
Bretagne<br/>
Bretagne<br/>
Champagne-Ardenne<br/>
Champagne-Ardenne<br/>
Provence Alpes Côte d'Azur<br/>
Provence Alpes Côte d'Azur<br/>
Nord Pas de Calais<br/>
Hauts de France<br/>
Lorraine<br/>
Lorraine<br/>
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Latest revision as of 09:29, 26 October 2023

Grid'5000

Grid'5000 is a large-scale and flexible testbed for experiment-driven research in all areas of computer science, with a focus on parallel and distributed computing including Cloud, HPC and Big Data and AI.

Key features:

  • provides access to a large amount of resources: 15000 cores, 800 compute-nodes grouped in homogeneous clusters, and featuring various technologies: PMEM, GPU, SSD, NVMe, 10G and 25G Ethernet, Infiniband, Omni-Path
  • highly reconfigurable and controllable: researchers can experiment with a fully customized software stack thanks to bare-metal deployment features, and can isolate their experiment at the networking layer
  • advanced monitoring and measurement features for traces collection of networking and power consumption, providing a deep understanding of experiments
  • designed to support Open Science and reproducible research, with full traceability of infrastructure and software changes on the testbed
  • a vibrant community of 500+ users supported by a solid technical team


Read more about our teams, our publications, and the usage policy of the testbed. Then get an account, and learn how to use the testbed with our Getting Started tutorial and the rest of our Users portal.

Grid'5000 is merging with FIT to build the SILECS Infrastructure for Large-scale Experimental Computer Science. Read an Introduction to SILECS (April 2018)


Recently published documents and presentations:

Older documents:


Grid'5000 is supported by a scientific interest group (GIS) hosted by Inria and including CNRS, RENATER and several Universities as well as other organizations. Inria has been supporting Grid'5000 through ADT ALADDIN-G5K (2007-2013), ADT LAPLACE (2014-2016), and IPL HEMERA (2010-2014).


Current status (at 2024-03-28 10:26): 3 current events, None planned (details)


Random pick of publications

Five random publications that benefited from Grid'5000 (at least 2503 overall):

  • Quentin Guilloteau, Jonathan Bleuzen, Millian Poquet, Olivier Richard. Transposition d'environnements distribués reproductibles avec NixOS Compose. COMPAS 2022 - Conférence francophone d'informatique en Parallélisme, Architecture et Système, Jul 2022, Amiens, France. pp.1-9. hal-03696485v2 view on HAL pdf
  • Ali Tehranijamsaz, Mihail Popov, Akash Dutta, Emmanuelle Saillard, Ali Jannesari. Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization. IPDPS 2022 - 36th IEEE International Parallel & Distributed Processing Symposium, May 2022, Lyon / Virtual, France. hal-03603118 view on HAL pdf
  • Volodia Parol-Guarino, Nikos Parlavantzas. GIRAFF: Reverse Auction-based Placement for Fog Functions. WoSC 2023 - 9th International Workshop on Serverless Computing, Dec 2023, Bologna, Italy. pp.53-58, 10.1145/3631295.3631402. hal-04384516 view on HAL pdf
  • Alaaeddine Chaoub, Christophe Cerisara, Alexandre Voisin, Benoît Iung. Towards interpreting deep learning models for industry 4.0 with gated mixture of experts. 30th European Signal Processing Conference, EUSIPCO 2022, Aug 2022, Belgrade, Serbia. hal-03785546 view on HAL pdf
  • Emile Cadorel, Romain Rouvoy. Enabling Dynamic Virtual Frequency Scaling for Virtual Machines in the Cloud. Proceedings of the the IEEE Cluster Conference, Sep 2022, Heidelberg, Germany. hal-03741013 view on HAL pdf


Latest news

Rss.svgCluster "estats" is now in the default queue in Toulouse

We are pleased to announce that the estats cluster of Toulouse (the name refers to Pica d'Estats) is now available in the default queue.

As a reminder, estats is composed of 12 edge-class nodes powered by Nvidia AGX Xavier SoCs. Each node features:

  • 1 ARM64 CPU (Nvidia Carmel micro-arch) with 8 cores
  • 1 Nvidia GPU (Nvidia Volta micro-arch)
  • 32 GB RAM shared between CPU and GPU
  • 1 NVMe of 2TB
  • 1 Gbps NIC
  • Since it is not a cluster of server-class machines (unlike all current other Grid'5000 nodes), estats runs a different default system environment, but other common functionalities are the same (kadeploy etc., except kavlan which is not supported yet).

    For the experimentations, it is recommended to deploy Ubuntu L4T.

    More information in the Jetson page.

    The cluster was funded by a CNRS grant.

    -- Grid'5000 Team 9:51, March 6th 2024 (CEST)

    Rss.svgThe big variant of Debian 12 "Bookworm" environments is ready for deployments

    We are pleased to inform you that the big variant of Debian 12 (Bookworm) environments is now supported for deployments in Grid'5000. Check `kaenv3 -l debian12%` for detailed information.

    Notably, the NVIDIA driver has been updated to version 535.129.03, and CUDA has been upgraded to version 12.2.2_535.104.05_linux for the amd64 architecture.

    The default environment available on nodes will continue to be debian11-std for the foreseeable future.

    Please refer to the updated wiki documentation¹ for guidance on Debian 12-min|nfs|big usage.

    ¹: https://www.grid5000.fr/w/Getting_Started#On_Grid.275000_reference_environments

    -- Grid'5000 Team 14:21, Jan 22nd 2024 (CEST)

    Rss.svgCluster "montcalm" is now in the default queue in Toulouse

    We have the pleasure to announce that the "montaclm" cluster is now available in the default queue of the Toulouse site, which makes the site full-fledged again!

    This cluster consists of 10 HPE Proliant DL360 Gen10+ nodes with 2 CPUs Intel Xeon Silver 4314 (16 cores per CPUs), 256 GB of DDR4 RAM, and 894GB SSD.

    Jobs submitted on the Toulouse site will run by default on this cluster.

    Beside the "montcalm" cluster, the "edge-class" cluster "estats" is still available in the testing queue for now.

    In order to support the SLICES-FR project, the site infrastructure has been funded by CNRS/INS2I and the "montcalm" cluster has been funded by University Paul Sabatier (UT3).

    -- Grid'5000 Team 10:30, 18 Jan 2024 (CET)

    Rss.svgNew "edge-computing"-class nodes in Toulouse's testing queue: cluster Estats with 12 Nvidia AGX Xavier SoCs

    A new cluster named "estats" is available in the testing queue of the Toulouse site, composed of 12 "Edge computing"-class nodes.

    Estats is composed of 12 Nvidia AGX Xavier SoCs¹. Each SoC features:

  • a ARM64 CPU (Nvidia Carmel micro-arch) with 8 cores
  • a Nvidia GPU (Nvidia Volta micro-arch)
  • 32 GB RAM shared between CPU and GPU
  • a 2TB NVMe
  • 1 Gbps NIC
  • The 12 modules are packaged in a chassis manufactured by Connecttech⁴.

    Since it is not a cluster of server-class machines (unlike all current other Grid'5000 nodes), estats runs a different default system environment. This environment includes Nvidia's Linux for Tegra²³ overlay on top of the Grid'5000 standard environment. This means:

  • a Debian 11 system like other clusters, but
  • a special Linux kernel,
  • several specific tools and services,
  • and several incompatible tools (e.g. Cuda).
  • This default environment does not include the required Tegra-specific version of Cuda.

    To benefit from the whole Nvidia stack with e.g. the specific Cuda version and DL accelerators support for Nvidia Tegra, it is advised to deploy on the node the Nvidia-supported Ubuntu 20.04 OS with the full L4T support, using kadeploy. You can use the ubuntul4t200435-big environment. E.g.:

    ftoulouse$ oarsub -q testing -t exotic -p estats -t deploy -l nodes=1 -I

    ftoulouse$ kadeploy3 ubuntul4t200435-big

    This tutorial page explains how this ubuntul4t200435-big environment is built and how to...


    Read more news

    Grid'5000 sites

    Current funding

    As from June 2008, Inria is the main contributor to Grid'5000 funding.

    INRIA

    Logo INRIA.gif

    CNRS

    CNRS-filaire-Quadri.png

    Universities

    IMT Atlantique
    Université Grenoble Alpes, Grenoble INP
    Université Rennes 1, Rennes
    Institut National Polytechnique de Toulouse / INSA / FERIA / Université Paul Sabatier, Toulouse
    Université Bordeaux 1, Bordeaux
    Université Lille 1, Lille
    École Normale Supérieure, Lyon

    Regional councils

    Aquitaine
    Auvergne-Rhône-Alpes
    Bretagne
    Champagne-Ardenne
    Provence Alpes Côte d'Azur
    Hauts de France
    Lorraine