22 citations · 50 across the 10 of their papers we have counts for
6 papers · 1 filter
I/O-Optimal Algorithms for Symmetric Linear Algebra Kernels
Olivier Beaumont, Lionel Eyraud-Dubois, Mathieu Vérité +1
In this paper, we consider two fundamental symmetric kernels in linear algebra: the Cholesky factorization and the symmetric rank- update (SYRK), with the classical three nested…
Scheduling on Two Types of Resources: a Survey
Olivier Beaumont, Louis-claude Canon, Lionel Eyraud-Dubois +5
The evolution in the design of modern parallel platforms leads to revisit the scheduling jobs on distributed heterogeneous resources. The goal of this survey is to present the main…
Training on the Edge: The why and the how
Navjot Kukreja, Alena Shilova, Olivier Beaumont +4
Edge computing is the natural progression from Cloud computing, where, instead of collecting all data and processing it centrally, like in a cloud computing environment, we distrib…
Analysis of Dynamic Scheduling Strategies for Matrix Multiplication on Heterogeneous Platforms
Olivier Beaumont, Loris Marchal
The tremendous increase in the size and heterogeneity of supercomputers makes it very difficult to predict the performance of a scheduling algorithm. Therefore, dynamic solutions,…
Efficient and Robust Allocation Algorithms in Clouds under Memory Constraints
Olivier Beaumont, Lionel Eyraud-Dubois, Paul Renaud-Goud
We consider robust resource allocation of services in Clouds. More specifically, we consider the case of a large public or private Cloud platform that runs a relatively small set o…
Approximation Algorithms for Energy Minimization in Cloud Service Allocation under Reliability Constraints
Olivier Beaumont, Philippe Duchon, Paul Renaud-Goud
We consider allocation problems that arise in the context of service allocation in Clouds. More specifically, we assume on the one part that each computing resource is associated t…