Perceptron learning for cache management

Elvira Teran · UPCommons institutional repository (Universitat Politècnica de Catalunya) · 2019

Reuse predictors predict whether a block will be used again before it is evicted from the cache.We propose to use several features associated to an access as input to our predictors, the goal is to correlate past behavior with future accesses.The higher accuracy obtained by our predictors yield superior overall performance.

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