Title :
A performance evaluation of CP list scheduling heuristics for communication intensive task graphs
Author :
Macey, Benjamin S. ; Zomaya, Albert Y.
Author_Institution :
Parallel Comput. Res. Lab., Western Australia Univ., Nedlands, WA, Australia
fDate :
30 Mar-3 Apr 1998
Abstract :
List-based priority schedulers have long been one of the dominant classes of static scheduling algorithms. Such heuristics have been predominantly based around the “critical path, most immediate successors first” (CP/MISF) priority. The ability of this type of scheduler to handle increased levels of communication overhead is examined in this paper. Three of the more popular list scheduling heuristics, HLFET and ISH and DSH, plus the mapping heuristic are subjected to a performance based comparison, with results demonstrating their inadequacies in communication-intensive cases. Performance degradation in these instances is partly due to the level alteration problem, but more significantly to conservative estimation of communication costs due to the assumption of zero link contention. The significance of this component of communication is also examined
Keywords :
list processing; parallel algorithms; parallel programming; processor scheduling; software performance evaluation; CP list scheduling heuristics; DSH; HLFET; ISH; communication intensive task graphs; communication overhead; conservative communication cost estimation; critical path most immediate successors first priority; level alteration problem; list-based priority schedulers; mapping heuristic; performance degradation; performance evaluation; static scheduling algorithms; zero link contention; Australia; Costs; Degradation; Laboratories; Message passing; Optimal scheduling; Parallel processing; Processor scheduling; Routing; Scheduling algorithm;
Conference_Titel :
Parallel Processing Symposium, 1998. IPPS/SPDP 1998. Proceedings of the First Merged International ... and Symposium on Parallel and Distributed Processing 1998
Conference_Location :
Orlando, FL
Print_ISBN :
0-8186-8404-6
DOI :
10.1109/IPPS.1998.669968