TraceCRL

TraceCRL: Contrastive Representation Learning for Microservice Trace Analysis

Dataset

Trace Dataset used in evaluation can be found here: Trace Dataset

Trace data used in different downstream task is compressed respectively, you can find the corresponding data in the folders. The trace anomaly detection data can be found in anomaly_detection folder. The tail-based trace sampling data can be found in tail-based_sampling folder.

Results

All the experimental results of trace anomaly detection and tail-based trace sampling, including TraceCRL‘s and comparison methods’, can be found here: Experimental Results