Automatic Network Slicing for IoT in Smart City | IEEE Journals & Magazine | IEEE Xplore

Automatic Network Slicing for IoT in Smart City


Abstract:

Internet of things (IoT) in smart city consists of a diversity of public utility and vertical industry services with extremely different performance requirements. As a ke...Show More

Abstract:

Internet of things (IoT) in smart city consists of a diversity of public utility and vertical industry services with extremely different performance requirements. As a key technology of 5G networks, network slicing (NS) is featured to provide distinct virtual networks and differentiated QoS guarantees in a shared infrastructure. Therefore, it becomes necessary to employ intelligent NS management for IoT in smart city. This work proposes a machine learning (ML) driven automatic NS framework which can intelligently scale slice according to network state. The resource preservation and slicing implementation scheme is given to trade off robustness and resource efficiency. Finally, the present study provides preliminary results via simulation and experimentation to justify the effectiveness and efficiency of the presented design.
Published in: IEEE Wireless Communications ( Volume: 27, Issue: 6, December 2020)
Page(s): 108 - 115
Date of Publication: 20 October 2020

ISSN Information:


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