Machine Learning Empowered Intelligent Data Center Networking

The book "Machine Learning Empowered Intelligent Data Center Networking" offers a comprehensive introduction to the fundamentals of machine learning in the context of data center networks. It covers common learning paradigms and highlights the processes of data collection and processing in data centers. A central element of the book is the innovative evaluation system REBEL-3S, which enables a multidimensional and multiperspective analysis of solution efficiency. Additionally, a thorough examination of the current literature on AI-supported intelligent data center networks is presented, covering a variety of machine learning techniques. The book provides valuable insights into the application of AI in various areas such as flow prediction, load balancing, and network management, and introduces novel concepts like Knowledge Defined Networks and Intent-based Networks.