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Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking.

Authors :
Chemouil, Prosper
Hui, Pan
Kellerer, Wolfgang
Limam, Noura
Stadler, Rolf
Wen, Yonggang
Source :
IEEE Journal on Selected Areas in Communications; Oct2020, Vol. 38 Issue 10, p2229-2233, 5p
Publication Year :
2020

Abstract

Artificial Intelligence (AI) and Machine Learning (ML) approaches have emerged in the networking domain with great expectation. They can be broadly divided into AI/ML techniques for network engineering and management, network designs for AI/ML applications, and system concepts. AI/ML techniques for networking and management improve the way we address networking. They support efficient, rapid, and trustworthy engineering, operations, and management. As such, they meet the current interest in softwarization and network programmability that fuels the need for improved network automation in agile infrastructures, including edge and fog environments. Network design and optimization for AI/ML applications addresses the complementary topic of supporting AI/ML-based systems through novel networking techniques, including new architectures and algorithms. The third topic area is system implementation and open-source software development. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07338716
Volume :
38
Issue :
10
Database :
Complementary Index
Journal :
IEEE Journal on Selected Areas in Communications
Publication Type :
Academic Journal
Accession number :
146011719
Full Text :
https://doi.org/10.1109/JSAC.2020.3003065