Distributed Loop Scheduling Schemes for Cloud Systems
Yiming Han, Anthony Theodore Chronopoulos · 2013
Cloud computing infrastructure offers the computing resources as a homogeneous collection of virtual machine instances by different hardware on figurations, which is transparent to end users. In fact, the computational powers of these virtual machine instances are different and behaves as a heterogeneous environment. Thus, scheduling and load balancing for high performance computations become challenging on such systems. In this paper, we propose a hierarchical distributed scheduling scheme suitable for parallel loops with independent iterations on a cloud computing system. We also evaluate various performance aspects associated with our distributed scheduling scheme.