DeepTraLog

DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning

Raw Dataset

Raw Dataset can be found here: Raw Dataset

Log and Span Data related to every error is compressed respectively, you can find the corresponding data in F*.zip. The normal data can be found in normal folder. All logs, including normal and abnormal ones, is compressed into zip files, you can find them in alllog folder , you can run log template extraction on it after unzipped.

Processed Graph Data

Processed graph data based on the above raw dataset can be found here: Graph Data

Results

All the experimental results, including DeepTraLog‘s and comparison methods’, can be found here: Experimental Results