Grid5000:Home
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:
Grid'5000 is merging with FIT to build the SILECS Infrastructure for Large-scale Experimental Computer Science. Read an Introduction to SILECS (April 2018)
Older documents:
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Random pick of publications
Five random publications that benefited from Grid'5000 (at least 2517 overall):
- Wedan Emmanuel Gnibga, Anne Blavette, Anne-Cécile Orgerie. Latency, Energy and Carbon Aware Collaborative Resource Allocation with Consolidation and QoS Degradation Strategies in Edge Computing. ICPADS 2023 - IEEE International Conference on Parallel and Distributed Systems, Dec 2023, Hainan, China. pp.1-10. hal-04275783 view on HAL pdf
- Romain Xu-Darme, Georges Quénot, Zakaria Chihani, Marie-Christine Rousset. PARTICUL: Part Identification with Confidence measure using Unsupervised Learning. 2-nd Workshop on Explainable and Ethical AI – ICPR 2022, Aug 2022, Montréal, Canada. cea-03703962 view on HAL pdf
- Ajinkya Kulkarni, Vincent Colotte, Denis Jouvet. Multi-stage attention for fine-grained expressivity transfer in multispeaker text-to-speech system. EUSIPCO 2022, Aug 2022, Belgrade, Serbia. hal-03615773v2 view on HAL pdf
- Ajinkya Kulkarni, Vincent Colotte, Denis Jouvet. Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems. INTERSPEECH 2022, Sep 2022, Incheon, South Korea. hal-03832870 view on HAL pdf
- Ilhem Fajjari, Wassim Aroui, Joaquim Soares, Vania Marangozova. Use Cases Requirements. UGA (Université Grenoble Alpes). 2024. hal-04450028 view on HAL pdf
Latest news
Cluster "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:
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)
The 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)
Cluster "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)
New "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:
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:
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...
Grid'5000 sites
Current funding
As from June 2008, Inria is the main contributor to Grid'5000 funding.
INRIA |
CNRS |
UniversitiesIMT Atlantique |
Regional councilsAquitaine |