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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:

Presentation of Grid'5000 (April 2019)
Report from the Grid'5000 Science Advisory Board (2018)

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 2025-07-11 06:46): 3 current events, 5 planned (details)

Random pick of publications

Five random publications that benefited from Grid'5000 (at least 2779 overall):

Barbara Gendron, Gaël Guibon. SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation. Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis (WASSA at ACL 2024), Aug 2024, Bangkok, Thailand. hal-04702997 view on HAL pdf
Sofya Dymchenko, Abhishek Purandare, Bruno Raffin. MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learning. AI4S 2024 - 5th Workshop on artificial intelligence and machine learning for scientific applications, Nov 2024, Atlanta (Georgia), United States. pp.1-9. hal-04712480 view on HAL pdf
Melvin Chelli, Cédric Prigent, René Schubotz, Alexandru Costan, Gabriel Antoniu, et al.. FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning. Cluster 2023 - IEEE International Conference on Cluster Computing, Oct 2023, Santa Fe, New Mexico, United States. pp.1-10, 10.1109/CLUSTER52292.2023.00014. hal-04208787 view on HAL pdf
Lucas Leandro Nesi, Arnaud Legrand, Lucas Mello Schnorr. Asynchronous multi-phase task-based applications: Employing different nodes to design better distributions. Future Generation Computer Systems, 2023, 147, pp.119-135. 10.1016/j.future.2023.05.005. hal-04695275 view on HAL pdf
Tristan Coignion, Clément Quinton, Romain Rouvoy. A Performance Study of LLM-Generated Code on Leetcode. EASE'24 - 28th International Conference on Evaluation and Assessment in Software Engineering, Jun 2024, Salerno, Italy. 10.1145/3661167.3661221. hal-04525620 view on HAL pdf

Latest news

Failed to load RSS feed from https://www.grid5000.fr/mediawiki/index.php?title=News&action=feed&feed=atom: Error parsing XML for RSS

Grid'5000 sites

Current funding

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

INRIA

CNRS

Universities

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

@@ Line 3: / Line 3: @@
 |- valign="top"
 |bgcolor="#f5fff5" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
-[[Image:Logo.png|left]]
+[[Image:renater5-g5k.jpg|thumbnail|250px|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.'''
+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>
+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]].
+<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>
-''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>
+Recently published documents and presentations:
-[[media:seminaire_intro.pdf|Download the latest general introduction]], or a [https://www.grid5000.fr/screencast/index.html screencast of recent webUI developments]
+* [[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).
 |}
-{{#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/mediawiki/index.php?title=News&action=feed&feed=atom</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 sites===
-==Grid'5000 at a glance==
+{|width="100%" cellspacing="3"
-[[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:===
-{|width="75%" cellspacing="3"
 |- valign="top"
 |width="33%" bgcolor="#f5f5f5" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
-* [[Bordeaux:Home|Bordeaux]]
 * [[Grenoble:Home|Grenoble]]
 * [[Lille:Home|Lille]]
@@ Line 73: / Line 53: @@
 * [[Lyon:Home|Lyon]]
 * [[Nancy:Home|Nancy]]
-* [[Orsay:Home|Orsay]]
+* [[Nantes:Home|Nantes]]
-* [[PortoAlegre:Home|Porto Alegre]]
 |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]]
@@ Line 82: / Line 60: @@
 |-
 |}
-[[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 ==
-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]].
 {|width="100%" cellspacing="3"
 |-
 | width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
 ===INRIA===
-[[Image:Logo-inria.png]]
+[[Image:Logo_INRIA.gif|300px]]
 | width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
 ===CNRS===
-[[Image:CNRS-filaire-MonoBleu.gif|100px]]
+[[Image:CNRS-filaire-Quadri.png|125px]]
 |-
 | width="50%" bgcolor="#f5f5f5" valign="top" align="center" style="border:1px solid #cccccc;padding:1em;padding-top:0.5em;"|
 ===Universities===
-University Joseph Fourier, Grenoble<br/>
+Université Grenoble Alpes, Grenoble INP<br/>
-University of Rennes 1, Rennes<br/>
+Université Rennes 1, Rennes<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;"|
 ===Regional councils===
 Aquitaine<br/>
+Auvergne-Rhône-Alpes<br/>
 Bretagne<br/>
 Champagne-Ardenne<br/>
 Provence Alpes Côte d'Azur<br/>
-Nord Pas de Calais<br/>
+Hauts de France<br/>
 Lorraine<br/>
 |}