Title | ||
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A Distributed HOSVD Method With Its Incremental Computation for Big Data in Cyber-Physical-Social Systems. |
Abstract | ||
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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.... |
Year | DOI | Venue |
---|---|---|
2018 | 10.1109/TCSS.2018.2813320 | IEEE Transactions on Computational Social Systems |
Keywords | Field | DocType |
Tensile stress,Jacobian matrices,Big Data,Computed tomography,Aerospace electronics,Real-time systems,Singular value decomposition | Noise reduction,Data mining,Singular value decomposition,Dimensionality reduction,Computer science,Cyber-physical system,Social system,Big data,Computation,Scalability | Journal |
Volume | Issue | ISSN |
5 | 2 | 2329-924X |
Citations | PageRank | References |
20 | 0.91 | 0 |
Authors | ||
6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xiaokang Wang | 1 | 160 | 12.10 |
Wei Wang | 2 | 156 | 11.08 |
Laurence T. Yang | 3 | 6870 | 682.61 |
Siwei Liao | 4 | 20 | 0.91 |
Dexiang Yin | 5 | 22 | 1.27 |
M Jamal Deen | 6 | 524 | 76.75 |