{"product_id":"communication-networks-and-service-management-nur-zincir-heywood-9781119675501","title":"Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning","description":"\u003cb\u003eCOMMUNICATION NETWORKS AND SERVICE MANAGEMENT IN THE ERA OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING\u003c\/b\u003e \u003cp\u003e\u003cb\u003eDiscover the impact that new technologies are having on communication systems with this up-to-date and one-stop resource\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eCommunication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning delivers\u003c\/i\u003e a comprehensive overview of the impact of artificial intelligence (AI) and machine learning (ML) on service and network management. Beginning with a fulsome description of ML and AI, the book moves on to discuss management models, architectures, and frameworks. The authors also explore how AI and ML can be used in service management functions like the generation of workload profiles, service provisioning, and more. \u003c\/p\u003e\u003cp\u003eThe book includes a handpicked selection of applications and case studies, as well as a treatment of emerging technologies the authors predict could have a significant impact on network and service management in the future. Statistical analysis and data mining are also discussed, particularly with respect to how they allow for an improvement of the management and security of IT systems and networks. Readers will also enjoy topics like: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eA thorough introduction to network and service management, machine learning, and artificial intelligence\u003c\/li\u003e \u003cli\u003eAn exploration of artificial intelligence and machine learning for management models, including autonomic management, policy-based management, intent based -management, and network virtualization-based management\u003c\/li\u003e \u003cli\u003eDiscussions of AI and ML for architectures and frameworks, including cloud -systems, software defined networks, 5G and 6G networks, and Edge\/Fog networks\u003c\/li\u003e \u003cli\u003eAn examination of AI and ML for service management, including the automatic -generation of workload profiles using unsupervised learning\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003ePerfect for information and communications technology educators, \u003ci\u003eCommunication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning\u003c\/i\u003e will also earn a place in the libraries of engineers and professionals who seek a structured reference on how the emergence of artificial intelligence and machine learning techniques is affecting service and network management.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nur Zincir-Heywood\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1119675502\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781119675501\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-IEEE Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/12\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 400\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.54lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.88d\u003c\/p\u003e","brand":"Nur Zincir-Heywood","offers":[{"title":"Hardcover","offer_id":44052687356159,"sku":"9781119675501","price":145.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_dae1e8c9-d8c1-4f11-8784-7ad257270e59.jpg?v=1685020205","url":"https:\/\/www.whiterainbookhouse.com\/products\/communication-networks-and-service-management-nur-zincir-heywood-9781119675501","provider":"WR Book House","version":"1.0","type":"link"}