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- W4242488794 abstract "Many classes of high-performance applications and combinatorial problems exhibit large degree of runtime load variability. One approach to achieving balanced resource use is to over decompose the problem on fine-grained tasks that are then dynamically balanced using approaches such as workstealing. Existing work stealing techniques for such irregular applications, running on large clusters, exhibit high overheads due to potential untimely interruption of busy nodes, excessive communication messages and delays experienced by idle nodes in finding work due to repeated failed steals. We contend that the fundamental problem of distributed work-stealing is of rapidly bringing together work producers and consumers. In response, we develop an algorithm that performs timely, lightweight and highly efficient matchmaking between work producers and consumers which results in accurate load balance. Experimental evaluations show that our scheduler is able to outperform other distributed work stealing schedulers, and to achieve scale beyond what is possible with current approaches." @default.
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- W4242488794 date "2016-02-27" @default.
- W4242488794 modified "2023-10-17" @default.
- W4242488794 title "Efficient distributed workstealing via matchmaking" @default.
- W4242488794 cites W1558008742 @default.
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- W4242488794 doi "https://doi.org/10.1145/3016078.2851175" @default.
- W4242488794 hasPublicationYear "2016" @default.
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