Title :
Task scheduling algorithms based on heuristic search taking account of communication overhead
Author :
Kai, Motohide ; Shimada, Masanori
Author_Institution :
Dept. of Inf. Sci., Seikei Univ., Tokyo, Japan
Abstract :
We propose task scheduling algorithms taking account of communication overhead. The conventional algorithms based on search cannot find solutions in practical time due to combinatorial explosion. Our algorithms can find better solutions in practical time than any heuristic algorithms because they search only the search space where better solutions are likely to exist using good heuristics. The first solution candidate that the grouping priority levels (GP) method finds is the same as the solution given by the heuristic algorithm with no search. So it will find some solutions better or equal to ones given by the heuristic algorithm
Keywords :
heuristic programming; multiprocessing systems; parallel processing; communication overhead; grouping priority levels method; heuristic search; task scheduling algorithms; Heuristic algorithms; Information science; Large-scale systems; Multiprocessing systems; Parallel processing; Physics computing; Processor scheduling; Scheduling algorithm; Search methods; Topology;
Conference_Titel :
Communications, Computers and Signal Processing, 1999 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
0-7803-5582-2
DOI :
10.1109/PACRIM.1999.799498