When Statistical Learning and Optimization meets HPC

Doctoral student: 
Valentin REIS
Date de soutenance: 
Friday, September 28, 2018
Supervisors: 
Name: 
Denis TRISTRAM
Laboratory: 
LIG
Name: 
Jérôme LELONG
Laboratory: 
LJK
Theses.fr: 
Machine Learning for Resource Allocation
Summary: 

This PhD Thesis concerns adaptative job scheduling and resource allocation. We target -among others- High Performance Computing machines. Specifically, we aim to develop machine learning techniques for these problems, in order to leverage the vast quantities of (meta-)data available today in these platforms.