Search Results for author: Furkan Eris

Found 2 papers, 0 papers with code

Puppeteer: A Random Forest-based Manager for Hardware Prefetchers across the Memory Hierarchy

no code implementations28 Jan 2022 Furkan Eris, Marcia S. Louis, Kubra Eris, Jose L. Abellan, Ajay Joshi

In this work, we propose Puppeteer, which is a hardware prefetcher manager that uses a suite of random forest regressors to determine at runtime which prefetcher should be ON at each level in the memory hierarchy, such that the prefetchers complement each other and we reduce the data/instruction access latency.

Custom Tailored Suite of Random Forests for Prefetcher Adaptation

no code implementations1 Aug 2020 Furkan Eris, Sadullah Canakci, Cansu Demirkiran, Ajay Joshi

To close the gap between memory and processors, and in turn improve performance, there has been an abundance of work in the area of data/instruction prefetcher designs.

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