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Machine Learning for Network Management
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Machine Learning for Network Management

Book Details

Format Hardback or Cased Book
ISBN-10 3032151759
ISBN-13 9783032151759
Publisher Springer Nature Switzerland AG
Imprint Springer Nature Switzerland AG
Country of Manufacture GB
Country of Publication GB
Publication Date Oct 14th, 2026
Print length 259 Pages
Product Classification: Network managementMachine learning
Ksh 18,000.00
Not Yet Published 0 in stock

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This book details how machine learning (ML) can be used in network management. The book also provides a landscape of AI/ML techniques more relevant to network management while also presenting AI/ML-based network management solutions deployed in production environments so students can explore applications.
This book details how machine learning (ML) can be used in network management. Geared towards an upper undergraduate or graduate level class in machine learning or computer networks, the author showcases the intersection between ML/artificial intelligence (AI) and network management paradigms. The book includes practical methodologies and guidelines to realizing AI/ML-driven network management. The book also provides a landscape of AI/ML techniques more relevant to network management while also presenting AI/ML-based network management solutions deployed in production environments so students can explore applications. The book features homework problems, exercises, case studies, and PowerPoint slides.  

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