SumPA: Efficient Pattern-Centric Graph Mining with Pattern Abstraction

Graph mining aims to explore interesting structural information of a graph. Pattern-centric systems typically transform a generic-purpose graph mining problem into a series of subgraph matching problems for high performance. Existing pattern-centric mining systems reduce the substantial search space...

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Veröffentlicht in:	2021 30th International Conference on Parallel Architectures and Compilation Techniques (PACT) S. 318 - 330
Hauptverfasser:	Gui, Chuangyi, Liao, Xiaofei, Zheng, Long, Yao, Pengcheng, Wang, Qinggang, Jin, Hai
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.09.2021
Schlagworte:	Computational efficiency data reuse Degradation graph mining Parallel architectures Pattern matching Redundancy Technological innovation Transforms
Online-Zugang:	Volltext
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