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• W2146991519 abstract "We present a new parallelization technique that significantly improves performance of certain data-parallel algorithms on heterogeneous clusters of workstations. The two main goals of our technique are to improve execution times (compared to traditional parallelization techniques) and to efficiently use the computing resources available in the cluster. The technique is based on a pre-processing phase where information about the cluster is obtained, a load balanced data decomposition is derived, and information is generated to guide the cluster node utilization during the execution of the parallel algorithm. We applied our technique to Gaussian Elimination and Pairwise Interaction problems, the experiments show speedup improvements up to 133% and 275% respectively and the cluster utilization efficiency improves tip to 180% and 300% when compared to traditional parallelization techniques." @default.
• W2146991519 created "2016-06-24" @default.
• W2146991519 creator A5052961946 @default.
• W2146991519 creator A5084435098 @default.
• W2146991519 date "2003-06-26" @default.
• W2146991519 modified "2023-10-02" @default.
• W2146991519 title "A parallelization technique that improves performance and cluster utilization efficiency for heterogeneous clusters of workstations" @default.
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• W2146991519 doi "https://doi.org/10.1109/clustr.2002.1137756" @default.
• W2146991519 hasPublicationYear "2003" @default.
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