Perceptron-Based Coherence Predictors

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Provided by: The University of Tulsa
Topic: Hardware
Format: PDF
Coherence misses in shared-memory multiprocessors account for a substantial fraction of execution time in many important workloads. Just as branch predictors reduce the performance impact of branches, coherence predictors can reduce the performance impact of coherence misses. Two-level pattern-based coherence predictors have offered a general prediction method to trigger appropriate coherence actions. This paper presents the design and evaluation of a perceptron-based coherence predictor that extends a conventional directory-based write-invalidate protocol to predict when to push updates to remote nodes.
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