Future Networking with AI and Cloudification

This report discusses the evolving landscape of networking in the context of artificial intelligence (AI) and cloudification, particularly focusing on Lumen's Private Connectivity Fabric. It outlines the significant shifts in enterprise network architecture driven by the pandemic and the rise of AI, emphasizing the need for new architectural designs to address connectivity bottlenecks and the demands of multi-cloud environments. The text details the implications of AI on WAN bandwidth, highlighting the three main production steps of AI industrialization: training, inference, and reinforcement. It also describes the evolving relationship between WAN and AI, noting the increasing bandwidth requirements for AI applications. The report stresses the inadequacies of existing networking protocols and architectures in meeting the needs of modern AI-driven enterprises, advocating for a transition to more robust and flexible network designs that can support high-speed data movement and cloud-first strategies.