3 papers
cs.NI2026
Information-Entropy-Driven Fault Propagation Modeling for Probabilistic Network Performance Prediction
Lusha Mo, Fengxiao Tang, Xiaonan Wang +1
Network faults can trigger cascading effects that cause abrupt and nonstationary performance degradation. Existing learning-based performance predictors mainly focus on normal oper…
cs.NI2026
SPFR: Semantic Potential Field Routing for the Distributed Internet of Agents
Yeguang Qin, Liangqi Peng, Fengxiao Tang +1
In a distributed Internet of Agents (IoA) without centralized routing control, routing tasks to capability-matched executors is challenging because destinations are not predetermin…
cs.LG2025
FaultDiffusion: Few-Shot Fault Time Series Generation with Diffusion Model
Yi Xu, Zhigang Chen, Rui Wang +4
In industrial equipment monitoring, fault diagnosis is critical for ensuring system reliability and enabling predictive maintenance. However, the scarcity of fault data, due to the…