D 2 Graph: An Efficient and Unified Out-of-Core Graph Computing Model

Baoke Li,Cong Cao,Yuhai Lu,Yanbing Liu,Baohui Li,Binxing Fang, Jianhui Fu

2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)（2021）

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摘要

Graph computing recently receives intensive interests due to a wide range of needs to analyse big graphs in real time. Many single-machine out-of-core graph computing systems have been developed to process large-scale graphs by utilizing effective memory access techniques. The current systems either focus on graph compression or pay attention to disk scheduling strategies. In this paper, we propos...

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关键词

High performance model,graph computing,differential storage,dynamic cache

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