PUTraceAD: Trace Anomaly Detection with Partial Labels based on GNN and PU Learning

Distributed tracing has been an important part of microservice infrastructure and learning-based trace analysis has been used to detect anomalies in microservice systems. Existing learning-based trace anomaly detection approaches ei-ther assume that trace patterns can be learned from normal execu…