Mingsong Chen – författare

An Introduction to the Machine Learning Empowered Intelligent Data Center Networking

Fundamentals of Machine Learning in Data Center Networks. This book reviews the common learning paradigms that are widely used in data centernetworks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution quality assessment system called REBEL-3S. The book offers readers a solid foundation for conducting research in the field of AI-assisted data center networks.

Provides a Broad Overview with Key Insights. This book introduces several novel intelligent networking concepts pioneered by real-world industries, such as Knowledge Defined Networks, Self-Driving Networks, Intent-driven Networks and Intent-based Networks. Moreover, it shares unique insights into the technological evolution of the fusion of artificial intelligence and data center networks, together with selected challenges and future research opportunities.

This book provides a comprehensive and systematic introduction to the latest technology and industry application cases of 5GtoB. It focuses on the application and solutions of 5G in steel, ports, coal, manufacturing, electricity, police, railway, education and medical industries. With rich cases, novel content, simple language and strong practicality, it can be used as teaching materials for colleges and universities, as well as reference books for R&D and practitioners involved in 5G network applications in the fields of network communications, computer science, software engineering and electrical engineering.