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''5000 CPUs distributed in 9 sites for research in Grid Computing, eScience and Cyber-infrastructures''
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<b>Grid'5000 is a precursor infrastructure of [http://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Content on this website is partly outdated.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_sc05.gif|64px|left|SC2005]]
[[Image:g5k-backbone.png|thumbnail|260px|right|Grid'5000]]
==Breaking news==
'''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.'''
* '''Grid'5000 @ SC2005''': Grid'5000 platform demonstations are presented at SuperComputing (see [[Grid5000:News|here]]).
 
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]].
 
<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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<br>
<br>
==Grid'5000 at a glance==
{{#status:0|0|0|http://bugzilla.grid5000.fr/status/upcoming.json}}
[[Image:CarteSites.JPG|thumbnail|128px|right|Grid'5000 sites]]
<br>
* '''Grid'5000''' project aims at building a '''highly reconfigurable, controlable and monitorable experimental Grid platform''' gathering '''9 sites''' geographically distributed in France featuring a total of 5000 CPUs:
 
===Sites:===
== Random pick of publications ==
{|width="75%" cellspacing="3"  
{{#publications:}}
 
==Latest news==
<rss max=4 item-max-length="2000">https://www.grid5000.fr/rss/G5KNews.php</rss>
----
[[News|Read more news]]
 
=== Grid'5000 sites===
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* Bordeaux
* [[Grenoble:Home|Grenoble]]
* Grenoble
* [[Lille:Home|Lille]]
* Lille
* [[Luxembourg:Home|Luxembourg]]
* [[Louvain:Home|Louvain]]
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* Lyon
* [[Lyon:Home|Lyon]]
* Nancy
* [[Nancy:Home|Nancy]]
* Orsay
* [[Nantes:Home|Nantes]]
* [[Rennes:Home|Rennes]]
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* Rennes
* [[Sophia:Home|Sophia-Antipolis]]
* Sophia-Antipolis
* [[Strasbourg:Home|Strasbourg]]
* Toulouse
* [[Toulouse:Home|Toulouse]]
|-
|-
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* The main purpose of this platform is to serve as an experimental testbed for research in Grid Computing.
== Current funding ==
* This project is one initiative of the '''French ACI Grid''' Incentive [[Image:LogoACIGRID.jpg]]
 
<br>
==Introduction==
* '''Grid'5000''' is a research effort developping a '''large scale nation wide infrastructure for Grid research'''.
 
* '''17 [[Grid5000:Laboratories|laboratories]]''' are involved, nation wide, in the objective of providing the community of Grid researchers a testbed allowing experiments in all the software layers between the network protocols up to the applications:
{|
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{| border=1
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| Applications
|- bgcolor="#DDDDDD"
| Algorithms
|- bgcolor="#CCCCCC"
| Runtime
|- bgcolor="#BBBBBB"
| Middleware
|- bgcolor="#AAAAAA"
| Operating Systems
|- bgcolor="#999999"
| Network protocols
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| Grid'5000 will allow Grid experiments France wide in all these software layers
|}
The current plans are to assemble a physical platform featuring 9 clusters, each with 100 to a thousand PCs, connected by the [http://www.renater.fr RENATER] Education and Research Network. All clusters will be connected to Renater at 1 Gb/s (10 Gb/s is expected in near future).
 
This high collaborative research effort is funded by the French ministry of Education and Research, INRIA, CNRS, the Universities of all sites and some regional councils.
 
<br>
==Rationale==
The foundations of the 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 rational 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 CPUs per site, was established according to the scale of the experiments and the number of researchers involved in the project.
 
<br>
==Funding Institutions==
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===Ministère de l'Education, de la Jeunesse et de la Recherche===
[[Image:Logo-Ministere-Recherche.jpg]]
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===ACI Grid===
[[Image:LogoACIGRID.jpg]]
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|-
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===INRIA===
===INRIA===
[[Image:Logo-inria.gif]]
[[Image:Logo_INRIA.gif|300px]]
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===CNRS===
===CNRS===
[[Image:Logo-cnrs.gif]]
[[Image:CNRS-filaire-Quadri.png|125px]]
|-
|-
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===Universities===
===Universities===
University of Paris Sud, Orsay<br/>
IMT Atlantique<br/>
University Joseph Fourier, Grenoble<br/>
Université Grenoble Alpes, Grenoble INP<br/>
University of Nice-Sophia Antipolis, Sophia Antipolis<br/>
Université Rennes 1, Rennes<br/>
University of Rennes 1, Rennes<br/>
Institut National Polytechnique de Toulouse / INSA / FERIA / Université Paul Sabatier, Toulouse<br/>
University Paul Sabatier / FERIA, Toulouse<br/>
Université Bordeaux 1, Bordeaux<br/>
University Bordeaux 1, Bordeaux<br/>
Université Lille 1, Lille<br/>
University Lille 1 / GENOPOLE, Lille<br/>
École Normale Supérieure, Lyon<br/>
Ecole Normale Supérieure / MYRICOM, Lyon<br/>
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===Regional councils===
===Regional councils===
Aquitaine<br/>
Auvergne-Rhône-Alpes<br/>
Bretagne<br/>
Bretagne<br/>
Champagne-Ardenne<br/>
Provence Alpes Côte d'Azur<br/>
Provence Alpes Côte d'Azur<br/>
Aquitaine<br/>
Hauts de France<br/>
Ile de France<br/>
Lorraine<br/>
===General Councils===
Alpes Maritimes
|}
|}

Latest revision as of 09:50, 10 June 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 2025-07-01 07:28): 1 current events, 7 planned (details)


Random pick of publications

Five random publications that benefited from Grid'5000 (at least 2777 overall):

  • Sewade Ogun, Vincent Colotte, Emmanuel Vincent. Stochastic Pitch Prediction Improves the Diversity and Naturalness of Speech in Glow-TTS. InterSpeech 2023, Aug 2023, Dublin, Ireland. hal-04108825 view on HAL pdf
  • Romain Xu-Darme, Julien Girard-Satabin, Darryl Hond, Gabriele Incorvaia, Zakaria Chihani. Contextualised Out-of-Distribution Detection using Pattern Identification. Computer Safety, Reliability, and Security. SAFECOMP 2023 Workshops, Sep 2023, Toulouse, France. cea-04254022 view on HAL pdf
  • Ismaël Tankeu, Geoffray Bonnin. Towards Characterising Induced Emotions: Exploiting Physiological Data and Investigating the Effect of Music Familiarity. MuRS 2024: 2nd Music Recommender Systems Workshop, Oct 2024, Bari, Italy. hal-04703972 view on HAL pdf
  • Hee-Soo Choi, Priyansh Trivedi, Mathieu Constant, Karën Fort, Bruno Guillaume. Au-delà de la performance des modèles : la prédiction de liens peut-elle enrichir des graphes lexico-sémantiques du français ?. Actes de JEP-TALN-RECITAL 2024. 31ème Conférence sur le Traitement Automatique des Langues Naturelles, volume 1 : articles longs et prises de position, Jul 2024, Toulouse, France. pp.36-49. hal-04623008 view on HAL pdf
  • Jolyne Gatt, Maël Madon, Georges da Costa. Digital sufficiency behaviors to deal with intermittent energy sources in a data center. ICT4S 2024: International Conference on ICT for Sustainability, Jun 2024, Stockhlom, Sweden. 10.1109/ICT4S64576.2024.00015. hal-04745218 view on HAL pdf


Latest news

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

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

Vianden is a cluster of a single node with 8 MI300X AMD GPUs.

The node features:

  • 2x CPU Intel Xeon Platinum 8470 (52 cores/CPU, 2 threads/cores)
  • 8x AMD Instinct MI300X (192 GiB each)
  • 2TiB RAM
  • 1x 3.2TB NVME disk
  • The AMD MI300X GPUs are not supported by Grid'5000 default system (Debian 11). However, one can easily unlock full GPU functionality by deploying the ubuntu2404-rocm environment:

    fluxembourg$ oarsub -t exotic -t deploy -p vianden -I

    fluxembourg$ kadeploy3 -m vianden-1 ubuntu2404-rocm

    More information in the Exotic page.

    This cluster was funded by the University of Luxembourg.

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

    -- Grid'5000 Team 11:30, 27 June 2025 (CEST)

    Rss.svgCluster "hydra" is now in the default queue in Lyon

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

    As a reminder, Hydra is a cluster composed of 4 NVIDIA Grace-Hopper servers[2].

    Each node features:

  • 1 Nvidia Grace ARM64 CPU with 72 cores (Neoverse-V2)
  • 1 Nvidia Hopper GPU
  • 512GB LPDDR5 memory
  • 96GB HBM memory
  • 1x1To SSD NVME + 1x1.92To SCSI disk
  • Due to its bleeding-edge hardware, the usual Grid'5000 environments are not supported by default for this cluster.

    (Hydra requires system environments featuring a Linux kernel >= 6.6). The default system on the hydra nodes is based on Debian 11, but **does not provide functional GPUs**. However, users may deploy the ubuntugh2404-arm64-big environment, which is similar to the official Nvidia image provided for this machine and provides GPU support.

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

    oarsub -t exotic -p hydra

    This cluster is funded by INRIA and by Laboratoire de l'Informatique du Parallélisme with ENS Lyon support.

    [1] Hydra is the largest of the modern constellations according to Wikipedia: https://en.wikipedia.org/wiki/Hydra_(constellation)

    [2] https://developer.nvidia.com/blog/nvidia-grace-hopper-superchip-architecture-in-depth/

    -- Grid'5000 Team 16:42, 12 June 2025 (CEST)

    Rss.svgCluster "estats" (Jetson nodes in Toulouse) is now kavlan capable

    The network topology of the estats Jetson nodes can now be configured, just like for other clusters.

    More info in the Network reconfiguration tutorial.

    -- Grid'5000 Team 18:25, 21 May 2025 (CEST)

    Rss.svgCluster "chirop" is now in the default queue of Lille with energy monitoring.

    Dear users,

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

    This cluster consists of 5 HPE DL360 Gen10+ nodes with:

  • 2 CPU Intel Xeon Platinum 8358 (32 cores per CPU)
  • 512 GiB memory
  • 1*1.92TB SSD NVME + 2*3.84TB SSD
  • 2*25 Gbps Ethernet interface
  • Energy monitoring[2] is also available for this cluster[3], provided by newly installed Wattmetres (similar to those already available at Lyon).

    This cluster was funded by CPER CornelIA.

    [1] https://www.grid5000.fr/w/Lille:Hardware#chirop

    [2] https://www.grid5000.fr/w/Energy_consumption_monitoring_tutorial [3] https://www.grid5000.fr/w/Monitoring_Using_Kwollect#Metrics_available_in_Grid.275000

    -- Grid'5000 Team 16:25, 05 May 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