Distributed PageRank computation with improved round complexities

• Main Authors: Luo, Siqiang, Wu, Xiaowei, Kao, Ben
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; PageRank; Distributed Computation
• Online Access: https://hdl.handle.net/10356/161776
• Institution: Nanyang Technological University

PageRank is a classic measure that effectively evaluates the importance of nodes in large graphs. It has been applied in numerous applications spanning data mining, Web algorithms, recommendation systems, load balancing, search and connectivity structures identification. Computing PageRank for large...