LEADER 02281nam 2200469 450 001 9910830976203321 005 20220609085059.0 010 $a1-119-67551-0 010 $a1-119-67544-8 010 $a1-119-67552-9 035 $a(CKB)4100000012018376 035 $a(MiAaPQ)EBC6715208 035 $a(Au-PeEL)EBL6715208 035 $a(EXLCZ)994100000012018376 100 $a20220609d2021 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aCommunication networks and service management in the era of artificial intelligence and machine learning /$fedited by Nur Zincir-Heywood,Marco Mellia, and Yixin Diao 210 1$aHoboken, New Jersey :$cIEEE Press :$cWiley,$d[2021] 210 4$dİ2021 215 $a1 online resource (403 pages) 225 1 $aIEEE Press series on networks and service management 311 $a1-119-67550-2 320 $aIncludes bibliographical references and index. 330 $a"The book provides a structured reference on how the emergence of artificial intelligence (AI)/machine learning (ML) techniques is changing the landscape in strategic areas within service and network management. It begins with overviews of network and service management and ML and AI before moving on to discuss management models, architectures, and frameworks. Later chapters explore how AI and ML can be used in service management functions such as the generation of workload profiles, service provisioning, and more. The book closes with a selection of applications and case studies and speculation on enabling and emerging technologies."--$cProvided by publisher. 410 0$aIEEE Press series on networks and service management. 606 $aComputer networks$xTechnological innovations 615 0$aComputer networks$xTechnological innovations. 676 $a004.678 702 $aZincir-Heywood$b Nur 702 $aMellia$b Marco 702 $aDiao$b Yixin$f1970- 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910830976203321 996 $aCommunication networks and service management in the era of artificial intelligence and machine learning$94040749 997 $aUNINA