A Distributed Storage and Computation k-Nearest Neighbor Algorithm Based Cloud-Edge Computing for Cyber-Physical-Social Systems

The k-nearest neighbor (kNN) algorithm is a classic supervised machine learning algorithm. It is widely used in cyber-physical-social systems (CPSS) to analyze and mine data. However, in practical CPSS applications, the standard linear kNN algorithm struggles to efficiently process massive data sets...

Full description

Bibliographic Details
Main Authors: Wei Zhang, Xiaohui Chen, Yueqi Liu, Qian Xi
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
kNN
Online Access:https://ieeexplore.ieee.org/document/9001024/