Deep reinforcement learning based scheduling strategy for federated learning in sensor-cloud systems

• Main Authors: Zhang, Tinghao, Lam, Kwok-Yan, Zhao, Jun
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Federated Learning; Sensor-Cloud Systems
• Online Access: https://hdl.handle.net/10356/165845
• Institution: Nanyang Technological University

Sensor-cloud systems (SCSs) aim to provide flexible configurable platforms for monitoring and controlling the IoT-enabled applications. By integrating sensors, wireless networks and cloud for managing sensors, collecting data, and automating decision-making, the collected sensing data are typically...