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Optimal Data Allocation for Graph Processing in Processing-in-Memory Systems

Published in 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC) • Jan 17, 2022
NobleIDNI1P46W75R43S37
Authors:
Zerun Li
,
Xiaohong Chen
,
Yinhe Han

Abstract

Graph processing involves lots of irregular memory accesses and increases demands on high memory bandwidth, making it difficult to execute efficiently on compute-centric architectures. Dedicated graph processing accelerators based on the processing-in-memory (PIM) technique have recently been propos...

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