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Scheduling large-scale parallel computations on networks of workstations

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2 Author(s)
R. D. Blumofe ; Lab. for Comput. Sci., MIT, Cambridge, MA, USA ; D. S. Park

Workstation networks are an underutilized yet valuable resource for solving large-scale parallel problems. In this paper, we present “idle-initiated” techniques for efficiently scheduling large-scale parallel computations on workstation networks. By “idle-initiated”, we mean that idle computers actively search out work to do rather than wait for work to be assigned. The idle-initiated scheduler operates at both the macro and the micro levels. On the macro level, a computer without work joins an ongoing parallel computation as a participant. On the micro level, a participant without work “steals” from some other participant of the same computation. We have implemented these scheduling techniques in Phish, a portable system for running dynamic parallel applications on a network of workstations

Published in:

High Performance Distributed Computing, 1994., Proceedings of the Third IEEE International Symposium on

Date of Conference:

2-5 Aug 1994