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Web of Proceedings - Francis Academic Press
Web of Proceedings - Francis Academic Press

Design of Parallel Large Data Stream Transmission System Based on Migration Learning

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DOI: 10.25236/AISCT.2019.029

Author(s)

Xiwu Zheng

Corresponding Author

Xiwu Zheng

Abstract

Due to the large amount of redundant data in traditional data transmission, in order to avoid excessive bandwidth occupation, this paper proposes a parallel semi-supervised clustering algorithm based on migration learning, which filters the data in advance before data transmission, so as to reduce the burden of server data transmission.

Keywords

Transfer learning; semi-supervised clustering; distributed computing