Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
Nur Zincir-Heywood, Marco Mellia, Yixin Diao

Informasi Umum

Kode

23.21.313

Klasifikasi

004.6 - Data communications, computer communications

Jenis

Buku - Elektronik (E-Book)

Subjek

Communication Networks, Machine Learning, Artificial Intelligence,

No. Rak

Tel-U Bandung - Gedung Manterawu Lantai 5 : Rak 1
Tel-U Purwokerto : Rak 1

Dilihat

157 kali

Informasi Lainnya

Abstraksi

Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning delivers 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.

The 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:

A thorough introduction to network and service management, machine learning, and artificial intelligence An exploration of artificial intelligence and machine learning for management models, including autonomic management, policy-based management, intent based ­management, and network virtualization-based management Discussions of AI and ML for architectures and frameworks, including cloud ­systems, software defined networks, 5G and 6G networks, and Edge/Fog networks An examination of AI and ML for service management, including the automatic ­generation of workload profiles using unsupervised learning Perfect for information and communications technology educators, Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning 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.

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	Nur Zincir-Heywood, Marco Mellia, Yixin Diao
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Wiley-IEEE Press
Kota	New York
Tahun	2021

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

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