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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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Random pick of publications
Five random publications that benefited from Grid'5000 (at least 3010 overall):
- Ishaan Shah, S Lucas, G Drettakis. Frequency-Aware Spatial-Angular Gaussians for Efficient Global Illumination Precomputation and Real-Time Rendering. Computer Graphics Forum, In press, 45 (4), 10.1111/cgf.70542. hal-05702737 view on HAL pdf
- 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
- 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
- Hadrien Crassous, Mohamed Yassine Kabouri, Minahil Raza, Joni Pajarinen, Riad Akrour. Embodied Active Learning under Limited Annotation and Navigation Budget for Object Detection. IROS 2026 - IEEE RSJ International Conference on Intelligent Robots and Systems, Sep 2026, Pittsburg, United States. hal-05701172v2 view on HAL pdf
- Alix Tremodeux, Guillaume Pallez, Erven Rohou. How to determine a machine's true age in an HPC system?. JLESC 2026 -18th workshop of Joint Laboratory for Extreme Scale Computing, May 2026, Julich, Germany. 2026. hal-05662829 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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