# From Point-wise to Group-wise: A Fast and Accurate Microservice Trace Anomaly Detection Approach

> Research article (Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4389162091](https://www.wikidata.org/wiki/openalex:W4389162091)  
**Source**: https://4ort.xyz/entity/from-point-wise-to-group-wise-a-fast-and-accurate-microservice-trace-anomaly-detection-approach