3 papers
cs.DC2019
SimAS: A Simulation-assisted Approach for the Scheduling Algorithm Selection under Perturbations
Ali Mohammed, Florina M. Ciorba
Many scientific applications consist of large and computationally-intensive loops. Dynamic loop self-scheduling (DLS) techniques are used to parallelize and to balance the load dur…
cs.DC2019
Two-level Dynamic Load Balancing for High Performance Scientific Applications
Ali Mohammed, Aurelien Cavelan, Florina M. Ciorba +2
Scientific applications are often complex, irregular, and computationally-intensive. To accommodate the ever-increasing computational demands of scientific applications, high-perfo…
cs.DC2019
An Approach for Realistically Simulating the Performance of Scientific Applications on High Performance Computing Systems
Ali Mohammed, Ahmed Eleliemy, Florina M. Ciorba +2
Scientific applications often contain large, computationally-intensive, and irregular parallel loops or tasks that exhibit stochastic characteristics. Applications may suffer from…