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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:

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 2024-03-01 10:48): 1 current events, 1 planned (details)


Random pick of publications

Five random publications that benefited from Grid'5000 (at least 2504 overall):

  • Diego Amaya-Ramirez, Romain Lhotte, Magali Devriese, Constantin Hays, Jean-Luc Taupin, et al.. Reduced structural flexibility of eplet amino acids in HLA proteins. ECCB 2022 21st European Conference on Computational Biology Planetary Health and Biodiversity, Sep 2022, Barcelona, Spain. hal-03924018 view on HAL pdf
  • Cyrille Bonamy, Laurent Bourgès, Laurent Lefèvre. Impact des langages de programmation sur la performance énergétique des applications de calcul scientifique : un challenge ?. JRES 2022 - Journées Réseau de l’Enseignement et de la Recherche, RENATER, May 2022, Marseille, France. hal-03607468 view on HAL pdf
  • Clément Courageux-Sudan, Loic Guegan, Anne-Cécile Orgerie, Martin Quinson. A Flow-Level Wi-Fi Model for Large Scale Network Simulation. MSWiM 2022 - International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2022, Montreal, Canada. 10.1145/3551659.3559022. hal-03777726 view on HAL pdf
  • Clément Barthélemy, Francieli Zanon Boito, Emmanuel Jeannot, Guillaume Pallez, Luan Teylo. Implementation of an unbalanced I/O Bandwidth Management system in a Parallel File System. RR-9537, Inria. 2024. hal-04417412 view on HAL pdf
  • Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer, Esteban Marquer. An analogy based approach for solving target sense verification. NLPIR 2022 - 6th International Conference on Natural Language Processing and Information Retrieval, Dec 2022, Bangkok, Thailand. hal-03792071 view on HAL pdf


Latest news

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...

    Rss.svgDebian 12 "Bookworm" environments - min and nfs variants are ready for deployments

    We are pleased to announce that Debian 12 (Bookworm) environments' min and nfs variants are now supported for deployments in Grid'5000. See `kaenv3 -l debian12%` for details.

    The default environment available on nodes will remain the same (debian11-std) for some time to come.

    New features and changes in Debian 12 are described in: https://www.debian.org/releases/bookworm/amd64/release-notes/ch-whats-new.en.html.

    The wiki documentation¹ has been updated to take into account Debian 12-min|nfs usage.

    Debian12-bookworm big will be available later.

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

    -- Grid'5000 Team 16:11, Oct 16th 2023 (CEST)


    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