SortCache: Intelligent Cache Management for Accelerating Sparse Data Workloads

Sparse data applications have irregular access patterns that stymie modern memory architectures. Although hyper-sparse workloads have received considerable attention in the past, moderately-sparse workloads prevalent in machine learning applications, graph processing and HPC have not. Where the form...

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Veröffentlicht in:	ACM transactions on architecture and code optimization 2021-12, Vol.18 (4), p.1-24
Hauptverfasser:	Srikanth, Sriseshan, Jain, Anirudh, Conte, Thomas M., Debenedictis, Erik P., Cook, Jeanine
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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