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[[Image:Logo.png|left]]
[[Image:g5k-backbone.png|thumbnail|260px|right|Grid'5000]]
<br>
'''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.'''
''a scientific instrument designed to support experiment-driven research in all areas of computer science related to parallel, large-scale or distributed computing and networking'' <br>
[[media:seminaire_intro.pdf|Download the latest general introduction]], or a [https://www.grid5000.fr/screencast/index.html screencast of recent webUI developments]
|}
{{#status:0|0|0|http://bugzilla.grid5000.fr/status/upcoming.json}}
== Latest updates from Grid'5000 users ==
* '''Experiments'''
{{#experiments:3|||**}}
* '''Publications'''
{{#publications:3||**}}
==Latest news==
=== Grid'5000 users win second prize at CCGRID 2013's SCALE challenge ===
Snooze based entry running on Grid'5000 entry wins [http://www.pds.ewi.tudelft.nl/ccgrid2013/awards/ 2nd prize] at [http://www.pds.ewi.tudelft.nl/ccgrid2013/ CCGrid 2013] [http://www.pds.ewi.tudelft.nl/ccgrid2013/calls/scale-challenge/ SCALE challenge]: well done Matthieu and Anne-Cécile for defending the entry titled ''Scalability of the Snooze Autonomic Cloud Management System'' by Eugen Feller, Christine Morin, Matthieu Simonin, Anne-Cécile Orgerie, and Yvon Jégou.


=== Grid'5000 users finalists of the SCALE'2013 challenge ===
Key features:
Two submissions (out of five) from Grid'5000 users took part in the final of the international SCALE'2013 challenge (held with CCGrid'2013):
* 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
* D. Balouek, A. Lèbre, F. Quesnel Flauncher and DVMS -- Deploying and Scheduling Thousands of Virtual Machines on Hundreds of Nodes Distributed Geographically
* '''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
* Eugen Feller, Christine Morin, Matthieu Simonin, Anne-Cécile Orgerie, and Yvon Jégou -- Scalability of the Snooze Autonomic Cloud Management System.
* '''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


The first proposition presents the deployment and scheduling of thousands of virtual machines, conducted with the Flauncher and DVMS frameworks, across the Grid'5000 testbed.  
<br>
The frameworks have been able to deploy and schedule up to 10000 VMs during the tests. This research has been conducted in the context of the INRIA Hemera initiative.
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]].


The second proposition presents the Snooze architecture and focus on the following aspects :
<b>Grid'5000 is merging with [https://fit-equipex.fr FIT] to build the [http://www.silecs.net/ SILECS Infrastructure for Large-scale Experimental Computer Science]. Read [http://www.silecs.net/wp-content/uploads/2018/04/Desprez-SILECS.pdf an Introduction to SILECS] (April 2018)</b>
* System set up scalability and resources consumption,
* Self-healing capabilities.
The deployment of Snooze were distributed over several sites of the Grid'5000 testbed.
The framework has been able to start 11000 of system services, recover thousands of failures
and used to launch large hadoop/mapreduce experiments.
This research has been conducted in the context of the INRIA Snooze ADT.
=== Grid'5000 tutorial during ComPAS'2013 ===
The [http://compas2013.inrialpes.fr/ ComPAS'2013 conference] (replacing RenPar, SympA and CFSE), to be held in Grenoble between January 15th and 18th, will feature a Grid'5000 tutorial.
----
=== [[Grid5000:School2012|Grid'5000 Winter School 2012 award winners announced]] ===
The Grid'5000 winter school took place between Decembre 3rd, 2012 and December 6th, 2012 in Nantes. This highly successful edition brought together 70 registered participants for 4 days of tutorials and talks focusing on best-practices, results and links to other tools for experiment-driven research.  
Two awards were given during the event :<br>
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[[Image:BestPresentationAward2012.png|300px|center|Best presentation award to Shadi Ibrahim]]


Best presentation award to Shadi Ibrahim
<br>
Recently 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)]


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Older documents:
[[Image:ChallengeAward2012.png|300px|center|1st prize for the Grid'5000 challenge 2012 to Luc Sarzyniec]]
* [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)]


1st prize for the Grid'5000 challenge 2012 to Luc Sarzyniec
<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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----


=== [[Grid5000:school2012|Grid'5000 school 2012]] announced ===
<br>
Organized in Nantes, from December 3rd to December 6th 2012, this [[Grid5000:school2012|winter school]] will bring together, but is not limited to, Grid'5000's users, technical team and executive committee for 4 days of tutorials and talks focusing on best-practices and results. Presentations and practical sessions will cover both basic usage of the platform, for new users, or potential users of Grid'5000 and advanced and new usage of the platform, for current users.  
{{#status:0|0|0|http://bugzilla.grid5000.fr/status/upcoming.json}}
=== Inria award for research and innovation support given to David Margery, Grid'5000 chief technical officer ===
<br>


The 2012 Inria award for research and innovation was awarded to David Margery, who has been the Grid'5000 chief technical officer since 2007. [http://www.inria.fr/institut/inria-en-bref/prix-inria/laureats-2012/soutien-recherche-innovation more info here]
== Random pick of publications ==
----
{{#publications:}}
=== Report on Support for Experimental Computer Science workshop available ===
Following the [http://graal.ens-lyon.fr/~desprez/SC11workshop.htm Supercomputing 2011 Workshop on Support for Experimental Science], a report was released, which distills the discussion from that workshop into a consensus on the state of the field and directions for moving forward. [http://grids.ucs.indiana.edu/ptliupages/publications/Supporting_Experimental_Computer_Science_final_draft.pdf Full report available]; featured on [http://www.isgtw.org/spotlight/testbeds-experimental-computer-science isgtw.org] and [http://www.hpcwire.com/hpcwire/2012-03-13/futuregrid_project_workshop_seeks_development_in_experimental_computer_science.html hpcwire].
----
=== Grid'5000 users finalists of the [http://www.cloudbus.org/ccgrid2012/cfp-scale.html SCALE'2012 challenge] ===
The following paper took part in the final of the [http://www.cloudbus.org/ccgrid2012/cfp-scale.html international SCALE'2012 challenge]: ''L. Sarzyniec, S. Badia, E. Jeanvoine, L. Nussbaum''  '''Scalability Testing of the Kadeploy Cluster Deployment System usingVirtual Machines on Grid'5000''' (CCGRID/SCALE’2012, Ottawa, Canada, May 2012). ([http://hal.archives-ouvertes.fr/hal-00700962/en/ see paper on HAL])


The paper presents a large-scale execution of Kadeploy on Grid'5000, using up to 4000 virtual machines hosted on 635 nodes from four sites, gathered together in a global KaVLAN network. The work was done in the context of the INRIA ADT Kadeploy project.
==Latest news==
----
<rss max=4 item-max-length="2000">https://www.grid5000.fr/rss/G5KNews.php</rss>
=== Announcing the [[IaaS on Grid'5000 Workshop - 2012]] to be held in Rennes, April 23rd 2012 ===
Grid'5000 users are invited to take part to a half day workshop in Rennes on April 23rd, 2012, followed by an optional 2 days coding camp for all Grid'5000 users working on the deployment of open source Iaas stacks (OpenNebula, Nimbus, OpenStack, ..). During the coding camp on the following days, participants will be able to start collaborating on consolidating their tools. Details on the [[IaaS on Grid'5000 Workshop - 2012|event's page]]
----
----
[[Image:Bonfire-on-demand.png|left|120px]]
[[News|Read more news]]
=== Using Grid'5000 for on-demand extension of an OpenNebula installation ===
[http://vimeo.com/39257324 This video] shows how the [http://www.bonfire-project.eu BonFIRE project]'s testbed operated in Rennes can be extended on-demand over Grid'5000 resources. This is a powerfull demonstration of [[KaVLAN]] usage and of how Grid'5000 capabilities can be exposed to specific users with the [https://api.grid5000.fr Grid'5000 API]. Here Grid'5000 resources are dynamically added to an OpenNebula installation.
----
[[Grid5000:News|read more news]]


<br>
=== Grid'5000 sites===
==Grid'5000 at a glance==
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[[Image:site_map.png|thumbnail|128px|right|Grid'5000 sites]]
* '''Grid'5000''' is a scientific instrument for the study of large scale parallel and distributed systems. It aims at providing a '''highly reconfigurable, controlable and monitorable experimental platform''' to its users. The initial aim (circa 2003) was to reach 5000 processors in the platform. It has been reframed at 5000 cores, and was reached during winter 2008-2009.
* The infrastructure of Grid'5000 is geographically distributed on different sites hosting the instrument, initially 9 sites in France (10 since 2011). Porto Alegre, Brazil is now officially becoming the first site abroad.
 
===Sites:===
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* [[Bordeaux:Home|Bordeaux]]
* [[Grenoble:Home|Grenoble]]
* [[Grenoble:Home|Grenoble]]
* [[Lille:Home|Lille]]
* [[Lille:Home|Lille]]
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* [[Lyon:Home|Lyon]]
* [[Lyon:Home|Lyon]]
* [[Nancy:Home|Nancy]]
* [[Nancy:Home|Nancy]]
* [[Nantes:Home|Nantes]] (soon)
* [[Nantes:Home|Nantes]]
* [[Reims:Home|Reims]]
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* [[Rennes:Home|Rennes]]
* [[Rennes:Home|Rennes]]
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[[Image:Software layers.png|thumbnail|271px|left|Grid'5000 allows experiments in all these software layers]]
* '''Grid'5000''' is a research effort developing a '''large scale nation wide infrastructure for large scale parallel and distributed computing research'''.
* '''19 [[Grid5000:Laboratories|laboratories]]''' are involved in France with the objective of providing the community a testbed allowing experiments in all the software layers between the network protocols up to the applications.
The current plans are to extend from the 9 initial sites each with 100 to a thousand PCs, connected by the [http://www.renater.fr RENATER] Education and Research Network to a bigger platform including a few sites outside France not necessarily connected through a dedicated network connection. Sites in Brazil and Luxembourg should join shortly, and Reims has now joined.
All sites in France are connected to [http://www.renater.fr RENATER] with a 10Gb/s link, except Reims, for the time linked through a 1Gb/s
This high collaborative research effort is funded by INRIA, CNRS, the Universities of all sites and some regional councils.
== ALADDIN-G5K : ensuring the development of '''Grid'5000''' ==
For the 2008-2012 period, Engineers ensuring the development and day to day support of the infrastructure are mostly provided by INRIA, under the ''ADT ALADDIN-G5K''  initiative.
==[[Hemera|HEMERA: Demonstrating ambitious up-scaling techniques on '''Grid'5000''']] ==
[[Hemera|Héméra]] is an INRIA Large Wingspan project, started in 2010, that aims at demonstrating ambitious up-scaling techniques for large scale distributed computing by carrying out several dimensioning experiments on the Grid’5000 infrastructure, at animating the scientific community around Grid’5000 and at enlarging the Grid’5000 community by helping newcomers to make use of Grid’5000.
== Initial Rationale==
'''The foundations of 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 [http://www-sop.inria.fr/aci/grid/public/Library/rapport-grid5000-V3.pdf rationale 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 processors per site, was established according to the scale of the experiments and the number of researchers involved in the project.


== Current funding ==
== Current funding ==
As from June 2008, INRIA is the main contributor to [[Grid5000:Funding|Grid'5000 funding]].  
As from June 2008, Inria is the main contributor to [[Grid5000:Funding|Grid'5000 funding]].  
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===CNRS===
===CNRS===
[[Image:CNRS-filaire-MonoBleu.gif|100px]]
[[Image:CNRS-filaire-Quadri.png|125px]]
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===Universities===
===Universities===
University Joseph Fourier, Grenoble<br/>
IMT Atlantique<br/>
University of Rennes 1, Rennes<br/>
Université Grenoble Alpes, Grenoble INP<br/>
Université Rennes 1, Rennes<br/>
Institut National Polytechnique de Toulouse / INSA / FERIA / Université Paul Sabatier, Toulouse<br/>
Institut National Polytechnique de Toulouse / INSA / FERIA / Université Paul Sabatier, Toulouse<br/>
University Bordeaux 1, Bordeaux<br/>
Université Bordeaux 1, Bordeaux<br/>
University Lille 1, Lille<br/>
Université Lille 1, Lille<br/>
Ecole Normale Supérieure, Lyon<br/>
École Normale Supérieure, Lyon<br/>
Université de Reims Champagne-Ardenne, Reims<br/>
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===Regional councils===
===Regional councils===
Aquitaine<br/>
Aquitaine<br/>
Auvergne-Rhône-Alpes<br/>
Bretagne<br/>
Bretagne<br/>
Champagne-Ardenne<br/>
Champagne-Ardenne<br/>
Provence Alpes Côte d'Azur<br/>
Provence Alpes Côte d'Azur<br/>
Nord Pas de Calais<br/>
Hauts de France<br/>
Lorraine<br/>
Lorraine<br/>
|}
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Latest revision as of 10:29, 26 October 2023

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 2025-05-06 21:31): 1 current events, 10 planned (details)


Random pick of publications

Five random publications that benefited from Grid'5000 (at least 2758 overall):

  • Barbara Gendron, Gaël Guibon. SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation. Proceedings of the 14th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis (WASSA at ACL 2024), Aug 2024, Bangkok, Thailand. hal-04702997 view on HAL pdf
  • Maxime Méloux, Christophe Cerisara. Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning. 2023. hal-04269919 view on HAL pdf
  • Mateusz Gienieczko, Filip Murlak, Charles Paperman. Supporting Descendants in SIMD-Accelerated JSONPath. International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2024), 2024, San Diego (California), United States. pp.338-361, 10.4230/LIPIcs. hal-04398350 view on HAL pdf
  • Can Cui, Imran Ahamad Sheikh, Mostafa Sadeghi, Emmanuel Vincent. End-to-end Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2023), Dec 2023, Taipei, Taiwan. 10.1109/ASRU57964.2023.10389729. hal-04235774 view on HAL pdf
  • Roblex Nana Tchakoute, Claude Tadonki, Petr Dokladal, Petr Dokladal, Youssef Mesri. A Flexible Operational Framework for Energy Profiling of Programs. 2024 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW), Nov 2024, Hilo, United States. pp.12-22, 10.1109/SBAC-PADW64858.2024.00014. hal-04819054 view on HAL pdf


Latest news

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)

    Rss.svgChange of default queue based on platform

    Until now, Abaca (production) users had to specify `-q production` when reserving Abaca resources with OAR.

    This is no longer necessary as your default queue is now automatically selected based on the platform your default group is associated to, as shown at https://api.grid5000.fr/explorer/selector/ and in the message displayed when connecting to a frontend.

    For SLICES-FR users, there is no change since the correct queue was already selected by default.

    Additionally, the "production" queue has been renamed to "abaca", although "production" will continue to work for the foreseeable future.

    Please note one case where this change may affect your workflow:

    When an Abaca user reserves a resource from SLICES-FR (a non-production resource), they must explicitly specify they want to use the SLICES-FR queue, which is called "default", by adding `-q default` the OAR command.

    -- Abaca Grid'5000 Team 10:10, 31 March 2025 (CEST)

    Rss.svgCluster "musa" with Nvidia H100 GPUs is available in production queue

    We are pleased to announce that a new cluster named "musa" is available in the production queue¹ of Abaca.

    This cluster has been funded by Inria DSI as a shared computing resource.

    It is accessible to all Abaca users. Users affiliated with Inria have access with the same level of priority, regardless of the research center to which they are attached.

    This cluster is composed of six HPE Proliant DL385 Gen11 nodes² with 2 AMD EPYC 9254 24-Core Processor, 512 GiB of RAM, 2 x Nvidia H100 NVL (94 GiB) with NVLink, one 6 TB SSD NVME and 25 Gbps Ethernet Connexion

    Please note that in order to share it efficiently, walltime is limited:

  • 6 hours for the first two nodes
  • 24 hours for the next two
  • 48 hours for the last two

    • The cluster "musa" is located at Sophia, hosted in the datacenter of Inria Centre at Université Côte d’Azur.

    ¹: https://api.grid5000.fr/explorer/hardware/sophia/#musa

    ²: the nodes are named musa-1, musa-2,.., musa-6

    -- Grid'5000 Team 13:30, 19 March 2025 (CEST)

    Rss.svgCluster "Hydra" is now in the testing queue in Lyon

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

    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, 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 Debian11, but **does not provide functional GPU**. However, users may deploy the ubuntugh2404-arm64-big environment, which is similar to 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 -q testing -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 16:10, 11 March 2025 (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

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