A differentially private distributed data mining scheme with high efficiency for edge computing

Abstract A wide range of data mining applications benefit from the low latency offered by edge computing. However, edge computing suffers from limited computing resources, which inhibits the applications of the computationally expensive data mining methods. In the edge-cloud environment, usually, th...

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Bibliographic Details
Main Authors: Xianwen Sun, Ruzhi Xu, Longfei Wu, Zhitao Guan
Format: Article
Language:English
Published: SpringerOpen 2021-01-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Online Access:https://doi.org/10.1186/s13677-020-00225-3