Replacing GNN components with a topology-agnostic MLP maintains or improves performance across five microservice fault diagnosis datasets.
Graph neural networks: A review of methods and applications,
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Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems?
Replacing GNN components with a topology-agnostic MLP maintains or improves performance across five microservice fault diagnosis datasets.