Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems?

Fei Gao, Ruyue Xin, Xiaocui Li +1

Graph Neural Networks (GNNs) are widely adopted for fault diagnosis in microservice systems, premised on their ability to model service dependencies. However, the necessity of expl…