PolyGraph: Exposing the Value of Flexibility for Graph Processing Accelerators

Because of the importance of graph workloads and the limitations of CPUs/GPUs, many graph processing accelerators have been proposed. The basic approach of prior accelerators is to focus on a single graph algorithm variant (eg. bulk-synchronous + slicing). While helpful for specialization, this leav...

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Bibliographic Details
Published in:	Proceedings - International Symposium on Computer Architecture pp. 595 - 608
Main Authors:	Dadu, Vidushi, Liu, Sihao, Nowatzki, Tony
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2021
Subjects:	accelerators caches Computational modeling dataflow flexibility graph processing Heuristic algorithms Memory management Parallel processing Processor scheduling reconfigurable slicing Switches synchronous tasks Taxonomy work efficiency
ISSN:	2575-713X
Online Access:	Get full text
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