Feedback from a data center for education at CentraleSupélec engineering school

This paper describes the hardware and software architecture of the Data Center for Education (DCE) built up at CentraleSupélec as well as our educational objectives. Students experiment in the context of their studies with clusters of CPU and servers of GPU. They have different technical backgrounds...

Full description

Saved in:
Bibliographic Details
Published in2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) pp. 330 - 337
Main Authors Fix, Jeremy, Vialle, Stephane, Hellequin, Remi, Mercier, Claudine, Mercier, Patrick, Tavernier, Jean-Baptiste
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2022
Subjects
Computer Science
data center
Data centers
Distributed processing
Distributed, Parallel, and Cluster Computing
Education
Graphics processing units
HPC training
Machine learning
Machine learning algorithms
Software architecture
Online AccessGet full text

Cover

More Information
Summary:This paper describes the hardware and software architecture of the Data Center for Education (DCE) built up at CentraleSupélec as well as our educational objectives. Students experiment in the context of their studies with clusters of CPU and servers of GPU. They have different technical backgrounds from beginners to experts in computer science. The lectures have also different experimental requirements: from single host long running jobs for machine learning to multiple hosts short running HPC algorithms benchmarks, with lab works and projects that need to share the same pool of machines.
ISBN:9781665497480
1665497475
9781665497473
DOI:10.1109/IPDPSW55747.2022.00065