A Lookahead Heuristic for Heterogeneous Multiprocessor Scheduling with Communication Costs

Dingchao LI  Akira MIZUNO  Yuji IWAHORI  Naohiro ISHII  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E80-D   No.4   pp.489-494
Publication Date: 1997/04/25
Online ISSN: 
DOI: 
Print ISSN: 0916-8532
Type of Manuscript: Special Section PAPER (Special Issue on Parallel and Distributed Supercomputing)
Category: 
Keyword: 
parallel processing,  heterogeneous multiprocessors,  task graphs,  communication costs,  scheduling heuristics,  

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Summary: 
This paper describes a new approach to the scheduling problem that assigns tasks of a parallel program described as a task graph onto parallel machines. The approach handles interprocessor communication and heterogeneity, based on using both the theoretical results developed so far and a lookahead scheduling strategy. The experimental results on randomly generated task graphs demonstrate the effectiveness of this scheduling heuristic.