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

類似書籍推薦給您

COMMUNICATION NETWORKS AND SERVICE MANAGEMENT IN THE ERA OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING Discover the impact that new technologies are having on communication systems with this up-to-date and one-stop resource 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.

International Logistics: The Management of International Trade Operations 6/e (6版)

類似書籍推薦給您

【簡介】 The sixth edition includes many changes, the most obvious being that there are four additional chapters: terminal operations, transportation of dangerous goods, transportation of refrigerated goods, and cross-border trade. These chapters were added because several faculty members had requested that they be added. I hope that they meet their expectations. For the first time, there are two chapters of the fifth edition that were eliminated-temporarily. These chapters covered quality management and inventory management, and were better suited for an international-supply-chain management textbook. This textbook is in preparation, and will be published in the summer of 2022. For those faculty members who would like to include these chapters in a course in which they have adopted the sixth edition of International Logistics, both of these chapters are downloadable, at no charge, from the publisher's website. As with previous editions, the remainder of the text has been completely updated, with new tables, new examples, and new photographs. 【目錄】 1. International Trade. 2. International Logistics and Supply Chain Management. 3. International Infrastructure. 4. International Methods of Entry. 5. International Contracts. 6. Terms of Trade or Incoterms Rules. 7. Terms of Payment. 8. Managing Transaction Risks. 9. International Commercial Documents. 10. International Insurance. 11. International Ocean Transportation. 12. International Air Transportation. 13. International Land and Multimodal Transportation. 14. International Terminal Operations 15. Packaging for Export. 16. International Warehouses and Distribution Centers. 17. International Transportation of Dangerous Goods. 18. International Transportation of Refrigerated Goods. 19. International Logistics Security. 20. Customs Clearance. 21. Cross-Border Trade. 22. Developing a Competitive Advantage.