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.NI2025
State-Aware IoT Scheduling Using Deep Q-Networks and Edge-Based Coordination
Qingyuan He, Chang Liu, Juecen Zhan +2
This paper addresses the challenge of energy efficiency management faced by intelligent IoT devices in complex application environments. A novel optimization method is proposed, co…