2 papers
cs.DC2025
Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures
Yang Wang, Wenxuan Zhu, Xuehui Quan +3
This paper addresses the challenges of fault prediction and delayed response in distributed systems by proposing an intelligent prediction method based on temporal feature learning…
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…