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.
- 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:
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 2021-01-17 06:34)
: 2 current events, 1 planned (details)
Random pick of publications
Five random publications that benefited from Grid'5000 (at least 2144 overall):
- Soulaimane Guedria, Noel de Palma, Felix Renard, Nicolas Vuillerme. Auto-CNNp: a component-based framework for automating CNN parallelism. 2019 IEEE International Conference on Big Data (Big Data), Dec 2019, Los Angeles, United States. pp.3330-3339, 10.1109/BigData47090.2019.9006175. hal-02894478 view on HAL pdf
- Rhauani Fazul, Patricia Pitthan Barcelos. Investigação Experimental do Balanceamento de Réplicas no Sistema de Arquivos do Apache Hadoop. Anais da XIX Escola Regional de Alto Desempenho da Região Sul (ERAD/RS 2019), SBC, Apr 2019, Três de Maio, RS, Brazil. hal-02414306 view on HAL pdf
- Muhammad Jawad Khokhar. Modeling quality of experience of internet video streaming by controlled experimentation and machine learning. Networking and Internet Architecture cs.NI. COMUE Université Côte d'Azur (2015 - 2019), 2019. English. NNT : 2019AZUR4067. tel-02431446v2 view on HAL pdf
- Thuy Linh Nguyen, Ramon Nou, Adrien Lebre. YOLO: Speeding up VM and Docker Boot Time by reducing I/O operations. EURO-PAR 2019 - European Conference on Parallel Processing, Aug 2019, Göttingen, Germany. pp.273-287, 10.1007/978-3-030-29400-7_20. hal-02172288 view on HAL pdf
- Ghada Moualla, Thierry Turletti, Damien Saucez. Online Robust Placement of Service Chains for Large Data Center Topologies. IEEE Access, IEEE, In press, pp.13. 10.1109/ACCESS.2019.2914635. hal-02177483 view on HAL pdf
New Grid'5000 API's documentation and specification
Grid'5000 API's documentation has been updated. Before this update, the documentation contained both the specification and tutorials of the API (with some parts also present in the wiki).
To be more consistent, https://api.grid5000.fr/doc/ provides now only the specification (HTTP paths, parameters, payload, …). All tutorials were moved (along with being updated) to the Grid'5000's wiki.
The new API specification can be viewed with two tools: The first one allows to read the specification and find information ; the second one allows to discover the API thanks to a playground.
Please note that the specification may contain errors. Please report any of such errors to Support Staff.
-- Grid'5000 Team 14:30, January 11th 2021 (CET)
Important changes in the privileges levels of users
Each Grid'5000 user is a member of at least one granting access group, which depends on their situation (location, laboratory, ...).
Each group is given a privilege level (bronze, silver, gold), depending on how the related organization is involved in Grid'5000's development and support.
Until now, however, these levels had no impact on how Grid'5000 could be used.
Starting from December 10th, 2020, each user will be granted different usages on the testbed depending on their privileges level. In particular:
- While every level continues to give access to the Grid'5000 default queue (most of Grid'5000 resources) ;
- Access to the production and besteffort queues will only be granted to silver and gold levels.
The complete description of each level of privileges is available here.
The privilege level of the groups a user is a member of is shown in the "group" tab of the management interface.
Note that if a user is a member of several groups, one is set as default and is implicitly used when submitting jobs.
But the "--project" OAR option can also set explicitly which group the job should use. For instance:
oarsub -I -q production --project=
Do not hesitate to contact the Support Staff for any questions related to the privilege levels.
-- Grid'5000 Team 15:30, December 8st 2020 (CET)
Reminder: Testing phase of the new monitoring service named Kwollect
As a reminder, the testing phase of Kwollect, the new monitoring solution for Grid'5000, is still ongoing.
Some new features are available since the last announcement :
- Support for Prometheus metrics
- Basic visualization dashboard
- Fine-tuning of on-demand metrics
- Ability to push your own metrics
See: Monitoring Using Kwollect
Do not hesitate to give us some feedback!
Kwollect is intended to replace the legacy monitoring systems, Kwapi and Ganglia, in the (hopefully) near future.
-- Grid'5000 Team 09:00, December 1st 2020 (CET)
New IBM POWER8 cluster "drac" available for beta testing in Grenoble
We are happy to announce that a new cluster "drac" is available in the testing queue in Grenoble.
The cluster has 12 "Minsky" nodes from IBM, more precisely "Power Systems S822LC for HPC".
Each node has 2x10 POWER8 cores, 4 Tesla P100 GPU, and 128 GB of RAM. The GPUs are directly interconnected with a NVLINK fabric.
Support for Infiniband 100G and kavlan is planned to be added soon.
This is the first cluster in Grid'5000 using the POWER architecture, and we are also aware of some stability issues related to GPUs, hence the "beta testing" status for now.
Feedback is highly welcome on performance and stability, as well as on our software environment for this new architecture.
Note that, since the CPU architecture is not x86, you need to explicitly ask for an "exotic" job type when reserving the nodes. For instance, to get a single GPU:
oarsub -I -q
exotic -l gpu=1
More information on the hardware is available at Grenoble:Hardware
Acknowledgment: This cluster was donated by GENCI, many thanks to them. It was formerly known as the Ouessant platform of Genci's Cellule de Veille Technologique.
-- Grid'5000 Team 15:50, November 26th 2020 (CET)
Read more news
As from June 2008, Inria is the main contributor to Grid'5000 funding.
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
Provence Alpes Côte d'Azur
Hauts de France