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Grid'5000 is a large-scale and versatile 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. Key features:
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Five random publications that benefited from Grid'5000 (at least 3009 overall):
- Célian Ringwald, Fabien Gandon, Catherine Faron, Franck Michel, Hanna Abi Akl. Extensive Benchmark of Frugal Encoder–Decoder Language Models for Datatype Properties Extraction and RDF Knowledge Graph Generation. Semantic Web – Interoperability, Usability, Applicability, 2026, 17 (4), 10.1177/22104968261452987. hal-05656325 view on HAL pdf
- Cédric Prigent, Melvin Chelli, Alexandru Costan, Loïc Cudennec, René Schubotz, et al.. Efficient Resource-Constrained Federated Learning Clustering with Local Data Compression on the Edge-to-Cloud Continuum. HiPC 2024 - 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024, Bengaluru (Bangalore), India. pp.1-11, 10.1109/HiPC62374.2024.00033. hal-04779813 view on HAL pdf
- Thomas Bouvier. Distributed Rehearsal Buffers for Continual Learning at Scale. Machine Learning cs.LG. INSA de Rennes, 2024. English. NNT : 2024ISAR0011. tel-04986111 view on HAL pdf
- Théophile Dubuc. Détection d'anomalies de latence dans les systèmes distribués avec eBPF. Système d'exploitation cs.OS. Ecole normale supérieure de lyon - ENS LYON, 2024. Français. NNT : 2024ENSL0109. tel-05064342 view on HAL pdf
- Mathis Guckert, Hélène Le Cadre, Jean Le Hénaff. A Generalized Potential Game Approach of UAV Swarm Coordination for Hidden Target Localization. IEEE Control Systems Letters, In press. hal-05252199v3 view on HAL pdf
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As from June 2008, Inria is the main contributor to Grid'5000 funding.
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