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Random stealing is a well-known dynamic load-balancing algorithm. However, for a large-scale cluster, the simple random stealing policy is no longer efficient because an idle node must randomly steal many times to obtain a task from another node. This will not only increase the idle time for all nodes but also produce a heavy network communication overhead. In this paper, we propose a novel dynamic...
This paper describes the dynamic load-balancing and high performance communication provided in Jcluster, an efficient Java parallel environment. For the efficient load-balancing, we implement a task scheduler based on a transitive random stealing algorithm, which improves the random stealing, a well-known load-balancing algorithm. The experiment results show that the scheduler performs efficiently,...
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