TY - JOUR
T1 - Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking
AU - Chemouil, Prosper
AU - Hui, Pan
AU - Kellerer, Wolfgang
AU - Limam, Noura
AU - Stadler, Rolf
AU - Wen, Yonggang
N1 - Publisher Copyright:
© 1983-2012 IEEE.
PY - 2020/10
Y1 - 2020/10
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85096242207&partnerID=8YFLogxK
U2 - 10.1109/JSAC.2020.3003065
DO - 10.1109/JSAC.2020.3003065
M3 - Review article
AN - SCOPUS:85096242207
SN - 0733-8716
VL - 38
SP - 2229
EP - 2233
JO - IEEE Journal on Selected Areas in Communications
JF - IEEE Journal on Selected Areas in Communications
IS - 10
M1 - 9198260
ER -