Design Space Exploration of HPC Systems with Random Forest-based Bayesian Optimization

Author:

Fu Vincent1ORCID,Zaourar Lilia2ORCID,Munier-Kordon Alix3ORCID,Duranton Marc2ORCID

Affiliation:

1. Université Paris-Saclay, CEA, List, France and Sorbonne Université, CNRS, LIP6, France

2. Université Paris-Saclay, CEA, List, France

3. Sorbonne Université, CNRS, LIP6, France

Publisher

ACM

Reference24 articles.

1. Chen Bai, Qi Sun, Jianwang Zhai, Yuzhe Ma, Bei Yu, and Martin D.F. Wong. 2021. BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration Framework. In 2021 IEEE/ACM International Conference On Computer Aided Design.

2. Decision-Theoretic Design Space Exploration of Multiprocessor Platforms

3. Fast Virtual Prototyping for Embedded Computing Systems Design and Exploration

4. A set of level 3 basic linear algebra subprograms. ACM;Dongarra J.;Trans. Math. Software.,1990

5. WaLBerla: HPC software design for computational engineering simulations

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