MHP-RCA is a Hawkes process-based RCA framework that integrates multi-source data.
| ENVIRONMENT | DETAIL |
|---|---|
| Hardware environment | CPU: 8-core 2.40GHz CPU, RAM: 16GB, OS: Ubuntu |
| Container environment | Kubernetes 11.3.1, Docker Client 7.31, Docker Server 7.31 |
| Data collection | Metric collection: Istio 1.4.5, Prometheus 6.3, NodeExporter 1.41 ,Audit log collection: Elastic Search 8.4.1, Kibana 8.4.1, AuditBeat 8.4.1 |
| Benchmark system | Bookinfo 1.17.0, Online-Boutique 0.8.0, Sock-Shop 0.4.8 |
Clone the Repo
git clone --depth=1 https://github.com/WHU-AISE/MHP-RCA.git
Install Dependencies
pip install -r requirements.txt
Run
python localization.py