02281nam 2200469 450 991083097620332120220609085059.01-119-67551-01-119-67544-81-119-67552-9(CKB)4100000012018376(MiAaPQ)EBC6715208(Au-PeEL)EBL6715208(EXLCZ)99410000001201837620220609d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierCommunication networks and service management in the era of artificial intelligence and machine learning /edited by Nur Zincir-Heywood,Marco Mellia, and Yixin DiaoHoboken, New Jersey :IEEE Press :Wiley,[2021]©20211 online resource (403 pages)IEEE Press series on networks and service management1-119-67550-2 Includes bibliographical references and index."The book provides a structured reference on how the emergence of artificial intelligence (AI)/machine learning (ML) techniques is changing the landscape in strategic areas within service and network management. It begins with overviews of network and service management and ML and AI before moving on to discuss management models, architectures, and frameworks. Later chapters explore how AI and ML can be used in service management functions such as the generation of workload profiles, service provisioning, and more. The book closes with a selection of applications and case studies and speculation on enabling and emerging technologies."--Provided by publisher.IEEE Press series on networks and service management.Computer networksTechnological innovationsComputer networksTechnological innovations.004.678Zincir-Heywood NurMellia MarcoDiao Yixin1970-MiAaPQMiAaPQMiAaPQBOOK9910830976203321Communication networks and service management in the era of artificial intelligence and machine learning4040749UNINA