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Applying cellular automata in multiprocessor scheduling

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2 Author(s)
Swiecicka, A. ; Dept. of Comput. Sci., Bialystok Univ. of Technol., Poland ; Seredynski, F.

Cellular automata (CA) are interesting because complex global behaviour arises from simple local interactions. In this paper, CAs are proposed to design a parallel scheduling algorithm for allocating tasks of a parallel program in the two processor system. CA solving the scheduling problem act according to rules which must be found. Effective rules for CA are discovered by a genetic algorithm (GA). With these rules, a CA-based scheduler is able to find an allocation which minimizes the total execution time of the program in the two processor system.

Published in:

Parallel Computing in Electrical Engineering, 2002. PARELEC '02. Proceedings. International Conference on

Date of Conference:

2002

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