A distributed community detection algorithm for large scale networks under stochastic block models

Community detection for large scale networks is of great importance in modern data analysis. In this work, we develop a distributed spectral clustering algorithm to handle this task. Specifically, we distribute a certain number of pilot network nodes on the master server and the others on worker ser...

Full description

Bibliographic Details

Published in:	Computational statistics & data analysis Vol. 187; p. 107794
Main Authors:	Wu, Shihao, Li, Zhe, Zhu, Xuening
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.11.2023
Subjects:	algorithms Community detection computer software data analysis data collection Distributed spectral clustering Distributed system Large scale network statistics Stochastic block model Community detection Distributed system Distributed spectral clustering Large scale network Stochastic block model
ISSN:	0167-9473
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!