Grid5000:Home

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: Slides from Frederic Desprez's keynote at IEEE CLUSTER 2014 Report from the Grid'5000 Science Advisory Board (2014) 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 20:58): 1 current events, 7 planned (details)

Random pick of publications

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

• Marc Jourdan, Rémy Degenne, Emilie Kaufmann. An ε-Best-Arm Identification Algorithm for Fixed-Confidence and Beyond. Advances in Neural Information Processing Systems (NeurIPS), Dec 2023, New Orleans, United States. hal-04306214 view on HAL pdf
• Kelvin Han, Claire Gardent. Multilingual Generation and Answering of Questions from Texts and Knowledge Graphs. The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023 ), ACL, Dec 2023, Singapore, Singapore. pp.13740-13756, 10.18653/v1/2023.findings-emnlp.918. hal-04369793 view on HAL pdf
• Roblex Nana, Claude Tadonki, Petr Dokládal, Youssef Mesri. Energy Concerns with HPC Systems and Applications. 2023. hal-04213338 view on HAL pdf
• Chanattan Sok, Laurent d'Orazio, Reyyan Tekin, Dimitri Tombroff. WebAssembly serverless join: A Study of its Application. International Conference on Scientific and Statistical Database Management (SSDBM), Jul 2024, Rennes France, France. pp.1-4, 10.1145/3676288.3676305. hal-04722875 view on HAL pdf
• Volodia Parol-Guarino, Nikos Parlavantzas. GIRAFF: Reverse Auction-based Placement for Fog Functions. WoSC 2023 - 9th International Workshop on Serverless Computing, Dec 2023, Bologna, Italy. pp.53-58, 10.1145/3631295.3631402. hal-04384516 view on HAL pdf

Latest news

Cluster "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)

Cluster "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)

Cluster "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)

Cluster "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)

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Read more news

Grid'5000 sites

Grenoble Lille Luxembourg

Lyon Nancy Nantes

Rennes Sophia-Antipolis Toulouse

Current funding

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

INRIA	CNRS
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