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Machine Learning and Deep Learning Meet Computer Networks

Sangita Roy, Pranesh Santikellur, Rajat Subhra Chakraborty
Springer International Publishing
171.19 € · Hardcover

Computer networks network layers network management Machine Learning in Computer Networks Deep Learning for Networking Artificial Intelligence in Network Management Intelligent Traffic Classification Network Anomaly Detection Quality of Service Prediction Dynamic Routing Optimization Intrusion Detection Systems (IDS) Botnet Detection Automotive Network Security Kolmogorov–Arnold Networks (KAN) KAN-Vis Traffic Classification

This book presents a comprehensive exploration of how artificial intelligence techniques are transforming modern networking systems. It begins with foundational concepts in computer networks, explaining core components such as protocols, transmission media, and network architectures. The introductor...

Machine Learning and Deep Learning Meet Computer Networks

Sangita Roy, Pranesh Santikellur, Rajat Subhra Chakraborty
Springer International Publishing
€ · eBook