2.1 principles of network applications 2.2 Web and HTTP 2.3 FTP 2.4 electronic mail ❖ SMTP, POP3, IMAP 2.5 DNS 2.6 P2P applications 2.7 socket programming with UDP and TCP
chapter one Foundations chapter two Computational Intelligence chapter three Evolutionary Computation Concepts and Paradigms chapter four Evolutionary Computation Implementations chapter five Neural Network Concepts and Paradigms chapter SIx Neural Netwo rk Implementations chapter seven Fuzzy Systems Concepts and Paradigms chapter eight Fuzzy Systems Implementations chapter nine Computational Intelligence Implementations chapter ten Performance Metrics chapter eleven Analysis and Explanation
• What is AI • Why AI in Wireless Networks • Reinforcement Learning at Mobile Network Edge • Case Study - SMART Handoff Policy in mmWave HetNets - Multi-Agent RL-Based Content Local Caching
• Introduction to Traffic Engineering • Historical and Present Traffic Engineering Approaches • Recommendations for Internet Traffic Engineering • Contemporary TE Practices in Operational IP Networks