3 papers
eess.SY2025
AoI-Aware Task Offloading and Transmission Optimization for Industrial IoT Networks: A Branching Deep Reinforcement Learning Approach
Yuang Chen, Fengqian Guo, Chang Wu +3
In the Industrial Internet of Things (IIoT), the frequent transmission of large amounts of data over wireless networks should meet the stringent timeliness requirements. Particular…
cs.NI2025
Topology-aware Microservice Architecture in Edge Networks: Deployment Optimization and Implementation
Yuang Chen, Chang Wu, Fangyu Zhang +3
As a ubiquitous deployment paradigm, integrating microservice architecture (MSA) into edge networks promises to enhance the flexibility and scalability of services. However, it als…
cs.NI2025
DMSA: A Decentralized Microservice Architecture for Edge Networks
Yuang Chen, Chengdi Lu, Yongsheng Huang +4
The dispersed node locations and complex topologies of edge networks, combined with intricate dynamic microservice dependencies, render traditional centralized microservice archite…