2 papers
cs.LG2025
Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems
Wenxuan Zhu, Qiyuan Wu, Tengda Tang +3
This paper addresses the limitations of multi-node perception and delayed scheduling response in distributed systems by proposing a GNN-based multi-node collaborative perception me…
cs.DC2025
Intelligent Task Scheduling for Microservices via A3C-Based Reinforcement Learning
Yang Wang, Tengda Tang, Zhou Fang +2
To address the challenges of high resource dynamism and intensive task concurrency in microservice systems, this paper proposes an adaptive resource scheduling method based on the…