GraphMP: an efficient semi-external-memory big graph processing system on a single machine

• Main Authors: SUN, Peng, WEN, Yonggang, TA, Nguyen Binh Duong, XIAO, Xiaokui
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Graph Processing; Big Data; Parallel Computing; Computer and Systems Architecture; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/4764; https://ink.library.smu.edu.sg/context/sis_research/article/5767/viewcontent/1707.02557.pdf
• Institution: Singapore Management University

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