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TransTVDiag: A Graph Transformer-based Framework for Multi-Modal Failure Diagnosis in Microservice Systems

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TransTVDiag

TransTVDiag is a Transformer-based multi-modal failure diagnosis method for microservice systems. It includes Failure Type Identification (FTI) and Root Cause Localization (RCL).

Our method is an enhancement of TVDiag. The experiments are based on the GAIA dataset.

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TransTVDiag: A Graph Transformer-based Framework for Multi-Modal Failure Diagnosis in Microservice Systems

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  • Python 99.2%
  • Shell 0.8%