Machine Learning and AI Applications in Internet and Networking - Current Needs and Future Prospects

Explore a comprehensive conference talk examining the intersection of Machine Learning/Artificial Intelligence with Internet and Networking technologies, delivered by Cisco Fellow JP Vasseur. Delve into the evolution of ML/AI over four decades, from early CNN and Deep Neural Networks to the recent explosion of GenAI and Large Language Models, while analyzing their practical applications in networking environments. Learn about real-world implementations of AI applications in various networking domains including Wifi, LAN, WAN, application QoE, and Optical networks, supported by concrete examples and measurable outcomes. Discover how statistical models and machine learning solutions address critical networking challenges like anomaly detection and predictive Internet capabilities. Gain insights into the emerging potential of Large Language Models in creating innovative networking solutions, presented by a renowned expert with extensive experience in breakthrough Internet technologies and over 600 networking patents.