Ying Gou

Edge collaborative inference and resource scheduling optimization for optical sensing networks

The proliferation of optical sensors (e.g., surveillance cameras) in edge Internet of Things (IoT) environments generates massive video streams, posing critical challenges of high latency, network congestion, and data privacy for cloud-centric deep learning inference. To address this, we propose a novel edge-cloud coll...