TY - GEN
T1 - A study of the impact of scheduling parameters in heterogeneous computing environments
AU - Powers, Sarah
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2015/1/23
Y1 - 2015/1/23
N2 - This paper describes a tool for exploring system scheduler parameter settings in a heterogeneous computing environment. Through the coupling of simulation and optimization techniques, this work investigates optimal scheduling intervals, the impact of job arrival prediction on scheduling, as well as how to best apply fair use policies. The developed simulation framework is quick and modular, enabling decision makers to further explore decisions in real-time regarding scheduling policies or parameter changes.
AB - This paper describes a tool for exploring system scheduler parameter settings in a heterogeneous computing environment. Through the coupling of simulation and optimization techniques, this work investigates optimal scheduling intervals, the impact of job arrival prediction on scheduling, as well as how to best apply fair use policies. The developed simulation framework is quick and modular, enabling decision makers to further explore decisions in real-time regarding scheduling policies or parameter changes.
UR - http://www.scopus.com/inward/record.url?scp=84940469250&partnerID=8YFLogxK
U2 - 10.1109/WSC.2014.7019953
DO - 10.1109/WSC.2014.7019953
M3 - Conference contribution
AN - SCOPUS:84940469250
T3 - Proceedings - Winter Simulation Conference
SP - 933
EP - 942
BT - Proceedings of the 2014 Winter Simulation Conference, WSC 2014
A2 - Tolk, Andreas
A2 - Yilmaz, Levent
A2 - Diallo, Saikou Y.
A2 - Ryzhov, Ilya O.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 Winter Simulation Conference, WSC 2014
Y2 - 7 December 2014 through 10 December 2014
ER -