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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 3000 overall):
- Cédric Prigent. Towards Efficient and Trustworthy Federated Learning on the Computing Continuum. Machine Learning cs.LG. INSA de Rennes, 2025. English. NNT : 2025ISAR0003. tel-05279213 view on HAL pdf
- Alexandre Sabbadin, Tom Guérout. Towards a Classification of Edge Service Orchestration Strategies Integrating Renewable Energy. 22nd International Conference on Service-Oriented Computing (ICSOC 2024), Dec 2024, Tunis (Tunisie), Tunisia. hal-05010531 view on HAL pdf
- Guillaume Méroué, Fabien Gandon, Pierre Monnin. Prédiction ou perdition de liens : les graines de l'instabilité dans les plongements de graphes de connaissances. IC2026 - 37es journées de l’Ingénierie des Connaissances, Jul 2026, Arras, France. hal-05646323 view on HAL pdf
- Angelo Rodio, Giovanni Neglia, Zheng Chen, Erik G Larsson. A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication. AAAI-26 - 40th Annual AAAI Conference on Artificial Intelligence, Jan 2026, Singapore, Singapore. hal-05423080 view on HAL pdf
- Guillaume Méroué, Fabien Gandon, Pierre Monnin. Link Prediction or Perdition: the Seeds of Instability in Knowledge Graph Embeddings. ESWC 2026 - 23rd European Semantic Web Conference, May 2026, Dubrovnik, Croatia. hal-05542928v2 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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