2 papers
cs.LG2025
Behavioral Anomaly Detection in Distributed Systems via Federated Contrastive Learning
Renzi Meng, Heyi Wang, Yumeng Sun +3
This paper addresses the increasingly prominent problem of anomaly detection in distributed systems. It proposes a detection method based on federated contrastive learning. The goa…
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…