PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis 事件

PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis arXiv:2606.00582v1 Announce Type: new Abstract: Network faults propagate layer by layer along topology and protocol dependencies, yet operations systems typically observe only symptomatic alerts at the tail end of propagation chains, where distinct root-cause faults may produce highly similar end-point symptoms. Existing approaches, whether rule-based, machine learning (ML)-based, or large language model (LLM)-based, fu