GraphMP: I/O-Efficient big graph analytics on a single commodity machine

• المؤلفون الرئيسيون: SUN, Peng, WEN, Yonggang, TA, Nguyen Binh Duong, XIAO, Xiaokui
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2020
• الموضوعات: Graph Processing; Big Data; Parallel Computing; Vertex-Centric Programming Model; Software Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/4847; https://ink.library.smu.edu.sg/context/sis_research/article/5850/viewcontent/GraphMP__PV.pdf

Recent studies showed that single-machine graph processing systems can be as highly competitive as cluster-based approaches on large-scale problems. While several out-of-core graph processing systems and computation models have been proposed, the high disk I/O overhead could significantly reduce per...