Why Your AI Doesn’t Need the Cloud to Run Faster Anymore

This paper shows how to speed up AI on edge devices by splitting neural networks across multiple machines instead of relying on the cloud. It introduces a method to predict delays, optimize performance, and determine when this approach actually works. The result: faster, more private AI with better throughput in real-time applications like video and IoT systems.