Journal article
A Distributed HOSVD Method With Its Incremental Computation for Big Data in Cyber-Physical-Social Systems
Abstract
Cyber-physical-social systems (CPSS), integrating cyber, physical, and social spaces together, bring both conveniences and challenges to humans. For practical applications and user convenience, it is essential that the Big Data produced in CPSS be processed in real time. Therefore, Big Data computation should avoid redundant computations on historical data when dealing with periodic incoming data. In this paper, we propose a columnwise …
Authors
Wang X; Wang W; Yang LT; Liao S; Yin D; Deen MJ
Journal
IEEE Transactions on Computational Social Systems, Vol. 5, No. 2, pp. 481–492
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
June 1, 2018
DOI
10.1109/tcss.2018.2813320
ISSN
2373-7476