PhD Forum Abstract: Intelligence beyond the Edge in IoT

Along with the recent advancements of lightweight machine learning and powerful systems and hardware platforms, intelligence beyond the edge has become the next tide of IoT. However, multiple barriers exist from data, algorithm, network and hardware perspectives. In this abstract, I provide an overview of my PhD research which aims at closing the gap towards deploying edge intelligence for large-scale and real-world IoT applications. I further introduce our recent contributions and the work planned ahead.