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[[File:Slices-ri-white-color.png|260px|left|link=https://www.slices-ri.eu]]
<b>Grid'5000 is a precursor infrastructure of [https://www.slices-ri.eu SLICES-RI], Scientific Large Scale Infrastructure for Computing/Communication Experimental Studies.</b>
<br/>
Content on this website is partly outdated. Technical information remains relevant.
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[[Image:Logo.png|left]]
[[Image:g5k-backbone.png|thumbnail|260px|right|Grid'5000|link=https://www.grid5000.fr]]
'''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, 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
 
<br>
<br>
''a scientific instrument designed to support experiment-driven research in all areas of computer science related to parallel, large-scale or distributed computing and networking'' <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]].
[[media:seminaire_intro.pdf|Download the latest general introduction]], or a [https://www.grid5000.fr/screencast/index.html screencast of recent webUI developments]
 
<br>
Published documents and presentations:
* [[Media:Grid5000.pdf|Presentation of Grid'5000]] (April 2019)
* [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>
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|HEMERA]] (2010-2014).
|}
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{{#status:0|0|0|https://www.grid5000.fr/status/upcoming.json}}
== Latest updates from Grid'5000 users ==
* '''Experiments'''
{{#experiments:3|||**}}
* '''Publications'''
{{#publications:3||**}}
==Latest news==
=== Announcing the [[IaaS on Grid'5000 Workshop - 2012]] to be held in Rennes, April 23rd 2012 ===
Grid'5000 users are invited to take part to a half day workshop in Rennes on April 23rd, 2012, followed by an optional 2 days coding camp for all Grid'5000 users working on the deployment of open source Iaas stacks (OpenNebula, Nimbus, OpenStack, ..).  During the coding camp on the following days, participants will be able to start collaborating on consolidating their tools. Details on the [[IaaS on Grid'5000 Workshop - 2012|event's page]]
----
[[Image:Bonfire-on-demand.png|left|120px]]
=== Using Grid'5000 for on-demand extension of an OpenNebula installation ===
[http://vimeo.com/39257324 This video] shows how the [http://www.bonfire-project.eu BonFIRE project]'s testbed operated in Rennes can be extended on-demand over Grid'5000 resources. This is a powerfull demonstration of [[KaVALN]] usage and of how Grid'5000 capabilities can be exposed to specific users with the [https://api.grid5000.fr Grid'5000 API]. Here Grid'5000 resources are dynamically added to an OpenNebula installation.
----
[[Image:SC11LogoReverse.png|left]]
=== Grid'5000 taking part in the [http://sc11.supercomputing.org/schedule/event_detail.php?evid=wksp121 '''Support for Experimental Computer Science Workshop'''] at SC11 ===
A few speakers with experience gained using Grid'5000 will be taking part in the [http://sc11.supercomputing.org/schedule/event_detail.php?evid=wksp121 ''Support for Experimental Computer Science Workshop''] at SC11. This should be of interest to all Grid'5000 users. Abstract reads : The ability to conduct consistent, controlled and repeatable large-scale experiments in all areas of computer science related to parallel, large-scale or distributed computing and networking is critical to the future and development of Computer Science. Yet conducting such experiments is still too often a challenge for researchers, students and practitioners due to unavailability of dedicated resources, inability to create controlled experimental conditions, and variability in software. Availability, repeatability, and open sharing of electronic products are all still a challenge. This workshop will bring together scientists involved in building and operating two infrastructures dedicated to supporting Computer Science experiments, Grid 5000 in France and Future Grid in the United States, to discuss challenges and solutions in this space. Our objectives are to share experiences and knowledge related to supporting large-scale experiments conducted on experimental infrastructures, solicit requirements, and discuss methodologies and opportunities created by emerging technologies.


The program of the workshop is available [http://graal.ens-lyon.fr/~desprez/SC11workshop.htm here].
<br>
----
{{#status:0|0|0|http://bugzilla.grid5000.fr/status/upcoming.json}}
=== Best poster award for the deployment of the gLite grid middleware on Grid'5000 ===
<br>
During the [http://france-grilles-2011.sciencesconf.org/ Rencontres Scientifiques France Grilles], Sébastien Badia and Lucas Nussbaum
 
received the best poster award for their work on the [http://hal.archives-ouvertes.fr/inria-00626038/en/ deployment of the gLite grid middleware on Grid'5000]. This work was done in the context of the [[Appel Interfaces Recherche en grilles/Grilles de production 2009]], co-funded by Institut des Grilles (CNRS) and ADT Aladdin (INRIA).
== Random pick of publications ==
{{#publications:}}


=== Best paper award at GECCO'2011===
==Latest news==
Grid'5000 users get a Best Paper Award at ACM GECCO'2011.
<rss max=4 item-max-length="2000">https://www.grid5000.fr/rss/G5KNews.php</rss>
Congratulations to Malika Mehdi and Jean-Claude Charr for their paper "A Cooperative Tree-based Hybrid GA-B&B
Approach for Solving Challenging Permutation-based Problems" co-authored with Nouredine Melab, El-Ghazali Talbi
and Pascal Bouvry.
----
=== GPU day at Lille ===
A cluster with GPUs has been deployed in Lille since April 5th, 2011. A tutorial day in the context of Grid'5000 is therefore organized Tuesday June 28th, at INRIA Lille, to present Grid'5000 and to learn to use these new resources. Please refer to [http://www.lifl.fr/~derbel/gpu/ the details] I you wish to participate.
----
[[Image:SCCampLogo.png|left]]
=== Grid'5000 used as a learning platform during [http://www.sc-camp.org/ SC-Camp 2011] ===
[http://www.sc-camp.org SC-Camp] is an initiative of researchers to offer to undergraduate and master students state-of-the-art lectures and programming practical sessions upon High Performance and
Distributed Computing topics. In 2010 the event was in Bucaramanga, Colombia. In 2011 the event will be hosted by Universidad de Costa Rica, Sede del Atlántico en Turrialba. SC-Camp is a non-profit event, composed by 7 days starting on July the 10th of 2011. Of those days 6 are dedicated to scientific lectures, practical programming sessions and a parallel programming contest.
----
[[Image:Cheat_Sheet_mini.png|left|120px|]]
=== First [[Media:g5k_cheat_sheet.pdf|Cheat sheet created]] ===
If you are of those who enjoy a recap of the different commands and links to the main help pages, you'll be pleased to see that an admin has contributed the first [[Media:g5k_cheat_sheet.pdf|Grid'5000 cheat sheet]] to this wiki. If you wish to understand how it was built, you can read and suggest contributions in [https://www.grid5000.fr/cgi-bin/bugzilla3/show_bug.cgi?id=3679 the corresponding bug].
----
[[Image:IPDPS2011.jpg|left|120px|]]
=== Grid'5000 users get 2 out of 3 [http://www.ipdps.org/ipdps2011/2011_phd_forum.html Best Poster award at IPDPS 2011] ===
Congratulations go to Alexandra Carpen-Amarie ( IRISA, University Rennes 1, INRIA, Rennes, France) for her poster ''Towards a Self-Adaptive Data Management System for Cloud Environments'' and to Pierre Riteau (INRIA, IRISA, Rennes, France) for his poster ''Building Large Scale Dynamic Computing Infrastructures over Distributed Clouds''
----
----
[[Grid5000:News|read more news]]
[[News|Read more news]]
 
<br>
==Grid'5000 at a glance==
[[Image:site_map.png|thumbnail|128px|right|Grid'5000 sites]]
* '''Grid'5000''' is a scientific instrument for the study of large scale parallel and distributed systems. It aims at providing a '''highly reconfigurable, controlable and monitorable experimental platform''' to its users. The initial aim (circa 2003) was to reach 5000 processors in the platform. It has been reframed at 5000 cores, and was reached during winter 2008-2009.
* The infrastructure of Grid'5000 is geographically distributed on different sites hosting the instrument, initially 9 sites in France (10 since 2011). Porto Alegre, Brazil is now officially becoming the first site abroad.


===Sites:===
=== Grid'5000 sites===
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* [[Bordeaux:Home|Bordeaux]]
* [[Grenoble:Home|Grenoble]]
* [[Grenoble:Home|Grenoble]]
* [[Lille:Home|Lille]]
* [[Lille:Home|Lille]]
* [[Luxembourg:Home|Luxembourg]]
* [[Luxembourg:Home|Luxembourg]]
* [[Louvain:Home|Louvain]]
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* [[Lyon:Home|Lyon]]
* [[Lyon:Home|Lyon]]
* [[Nancy:Home|Nancy]]
* [[Nancy:Home|Nancy]]
* [[Orsay:Home|Orsay]]
* [[Nantes:Home|Nantes]]
* [[PortoAlegre:Home|Porto Alegre]]
* [[Rennes:Home|Rennes]]
|width="33%" bgcolor="#f5f5f5" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
|width="33%" bgcolor="#f5f5f5" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
* [[Reims:Home|Reims]]
* [[Rennes:Home|Rennes]]
* [[Sophia:Home|Sophia-Antipolis]]
* [[Sophia:Home|Sophia-Antipolis]]
* [[Strasbourg:Home|Strasbourg]]
* [[Toulouse:Home|Toulouse]]
* [[Toulouse:Home|Toulouse]]
|-
|-
|}
|}
[[Image:Software layers.png|thumbnail|271px|left|Grid'5000 allows experiments in all these software layers]]
* '''Grid'5000''' is a research effort developing a '''large scale nation wide infrastructure for large scale parallel and distributed computing research'''.
* '''19 [[Grid5000:Laboratories|laboratories]]''' are involved in France with the objective of providing the community a testbed allowing experiments in all the software layers between the network protocols up to the applications.
The current plans are to extend from the 9 initial sites each with 100 to a thousand PCs, connected by the [http://www.renater.fr RENATER] Education and Research Network to a bigger platform including a few sites outside France not necessarily connected through a dedicated network connection. Sites in Brazil and Luxembourg should join shortly, and Reims has now joined.
All sites in France are connected to [http://www.renater.fr RENATER] with a 10Gb/s link, except Reims, for the time linked through a 1Gb/s
This high collaborative research effort is funded by INRIA, CNRS, the Universities of all sites and some regional councils.
== ALADDIN-G5K : ensuring the development of '''Grid'5000''' ==
For the 2008-2012 period, Engineers ensuring the development and day to day support of the infrastructure are mostly provided by INRIA, under the ''ADT ALADDIN-G5K''  initiative.
==[[Hemera|HEMERA: Demonstrating ambitious up-scaling techniques on '''Grid'5000''']] ==
[[Hemera|Héméra]] is an INRIA Large Wingspan project, started in 2010, that aims at demonstrating ambitious up-scaling techniques for large scale distributed computing by carrying out several dimensioning experiments on the Grid’5000 infrastructure, at animating the scientific community around Grid’5000 and at enlarging the Grid’5000 community by helping newcomers to make use of Grid’5000.
== Initial Rationale==
'''The foundations of Grid'5000''' have emerged from a thorough analysis and numerous discussions about methodologies used for scientific research in the Grid domain. A report presents the [http://www-sop.inria.fr/aci/grid/public/Library/rapport-grid5000-V3.pdf rationale for Grid'5000].
In addition to theory, simulators and emulators, there is a strong need for '''large scale testbeds''' where real life experimental conditions hold. '''The size of Grid'5000''', in terms of number of sites and number of processors per site, was established according to the scale of the experiments and the number of researchers involved in the project.


== Current funding ==
== Current funding ==
As from June 2008, INRIA is the main contributor to [[Grid5000:Funding|Grid'5000 funding]].
{|width="100%" cellspacing="3"
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|-
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| width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
===INRIA===
===INRIA===
[[Image:Logo-inria.png]]
[[Image:Logo_INRIA.gif|300px|link=https://www.inria.fr]]
| width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
| width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
===CNRS===
===CNRS===
[[Image:CNRS-filaire-MonoBleu.gif|100px]]
[[Image:CNRS-filaire-Quadri.png|125px|link=https://www.cnrs.fr]]
|-
|-
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| width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
===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/>
| width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
| width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
===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/>
|}
|}

Latest revision as of 10:02, 11 July 2025

Slices-ri-white-color.png

Grid'5000 is a precursor infrastructure of SLICES-RI, Scientific Large Scale Infrastructure for Computing/Communication Experimental Studies.
Content on this website is partly outdated. Technical information remains relevant.

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, 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.


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 2025-12-14 06:12): 7 current events, 1 planned (details)


Random pick of publications

Five random publications that benefited from Grid'5000 (at least 2924 overall):

  • François Portier, Lionel Truquet, Ikko Yamane. Nearest Neighbor Sampling for Covariate Shift Adaptation. 2024. hal-04645530 view on HAL pdf
  • Lucian Trestioreanu, Flaviene Scheidt, Wazen M. Shbair, Jerome Francois, Damien Magoni, et al.. To Squelch or not to Squelch: Enabling Improved Message Dissemination on the XRP Ledger. 37th IEEE/IFIP Network Operations and Management Symposium (NOMS 2024), May 2024, Séoul, South Korea. hal-04621124 view on HAL pdf
  • Rodrigo Wilkens, Rémi Cardon, Amalia Todirascu, Núria Gala. 3rd Workshop on Tools and Resources for People with REAding DIfficulties (READI 2024). Workshop at the Language Resources and Evaluation Conference (LREC 2024) jointly organized by the ELRA Language Resources Association and the International Committee on Computational Linguistics, 2024, 978-2-493814-34-0. hal-04580167 view on HAL pdf
  • Guillaume Schreiner, Pierre Neyron. SLICES-FR : l’infrastructure de recherche nationale pour l’expérimentation Cloud et Réseaux du futur. JRES 2024 - Journées réseaux de l'enseignement et de la recherche, Renater, Dec 2024, Rennes, France. pp.1-15. hal-04893845 view on HAL pdf
  • Fatmir Asllanaj, Sylvain Contassot-Vivier, Guilherme C Fraga, Francis H.R. França, Roberta J.C. da Fonseca. New gas radiation model of high accuracy based on the principle of weighted sum of gray gases. Journal of Quantitative Spectroscopy and Radiative Transfer, 2024, 315, pp.108887. 10.1016/j.jqsrt.2023.108887. hal-04375649 view on HAL pdf


Latest news

Rss.svgEnd of support for centOS7/8 and centOSStream8 environments

Support for the centOS7/8 and centOSStream8 kadeploy environments is stopped due to the end of upstream support and compatibility issues with recent hardware.

The last version of the centOS7 environments (version 2024071117), centOS8 environments (version 2024071119), centOSStream8 environments (version 2024070316) will remain available on /grid5000. Older versions can still be accessed in the archive directory (see /grid5000/README.unmaintained-envs for more information).

-- Grid'5000 Team 08:44, 4 December 2025 (CEST)

Rss.svgEcotaxe cluster is now in default queue at Nantes

We are pleased to announce that the ecotaxe cluster of Nantes is now available in the default queue.

As a reminder, ecotaxe is a cluster composed of 2 HPE ProLiant DL385 Gen10 Plus v2 servers[1].

Each node features:

  • 2 AMD EPYC 7453 (Zen 3), 28 cores/CPU
  • 3 Nvidia A100 80GB GPU
  • 256 GB memory
  • 1x 1.92 To SSD + 2x 7.68 To SSD
  • 100 Gb/s Intel Ethernet adapter [2].

    • To submit a job on this cluster, the following command may be used:

    oarsub -t exotic -p ecotaxe

    This cluster is co-funded by Région Pays de la Loire, FEDER and REACT EU via the CPER SAMURAI [3].

    [1] https://www.grid5000.fr/w/Nantes:Hardware#ecotaxe

    [2] The observed throughput depends on multiple parameters such as the workload, the number of streams, ... [3] https://www.imt-atlantique.fr/fr/recherche-innovation/collaborer/projet/samurai

    -- Grid'5000 Team 14:10, 02 December 2025 (CET)

    Rss.svgSome changes on the hardware configuration of Grenoble nodes

    We recently did some hardware changes on clusters yeti, troll and dahu.

    The changes are as follows:

  • yeti :

    • Following a malfunction of the two NVMe disks on yeti-3, an NVMe disk from yeti-1 has been transferred to yeti-3 to ensure that we have at least one functional NVMe disk per yeti node. New NVMe configuration of the nodes:
    • yeti-[1,3]: 1× NVMe
    • yeti-[2,4]: 2× NVMe

  • troll :

    • Due to experimentation needs, the steering committee agreed to change the hardware configuration of the troll cluster, replacing the Omnipath HPC network interconnect (interconnecting troll to yeti and dahu) by the Infiniband HPC network interconnect already available for the drac cluster.

  • dahu :

    • A few nodes of the dahu cluster recently encountered a recurrent problem with their OPA interfaces. Instead of fully retiring those nodes, we chose to disable their OPA interfaces.
    This change means that if you want to reserve a dahu node with OPA, you must specify it in your oarsub request. For example:

    oarsub -I -p "dahu and opa_count > 0"

    The nodes that have been modified are dahu-18, dahu-26 and dahu-30. More nodes may be added to this list in the future.

    -- Grid'5000 Team 14:50, 24 November 2025 (CEST)

    Rss.svgCluster "clervaux" is now in the default queue in Luxembourg

    We are pleased to announce that the clervaux[1] cluster of Luxembourg is now available in the default queue.

    Clervaux is a cluster composed of 48 CPU nodes.

    Each node features:

  • 2x CPU Intel Xeon E5-2680 v4 (14 cores/CPU, 2 threads/cores)
  • 128 GiB RAM
  • 1x 120GB SSD SATA disk

    • This cluster was funded by the University of Luxembourg.

    [1] https://www.grid5000.fr/w/Luxembourg:Hardware#clervaux

    -- Grid'5000 Team 10:50, 21 October 2025 (CEST)

    Read more news

    Grid'5000 sites

    Current 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

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