Data Centers

Modeling the Effects of Node Heterogeneity on the Performance of Grid Applications

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Executive Summary

The performance benefit when using grid systems comes from different strategies, among which partitioning the applications into parallel tasks is the most important. However, in most cases the enhancement coming from partitioning is smoothed by the effects of synchronization overheads, mainly due to the high variability in the execution times of the different tasks, which, in turn, is accentuated by the large heterogeneity of grid nodes. In this paper, the authors design hierarchical, queuing network performance models able to accurately analyze grid architectures and applications.

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