https://github.com/predict-idlab/microservices-addkg
https://github.com/predict-idlab/microservices-addkg
Last synced: 10 months ago
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- Host: GitHub
- URL: https://github.com/predict-idlab/microservices-addkg
- Owner: predict-idlab
- Created: 2024-04-21T10:20:32.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2025-03-21T12:35:31.000Z (about 1 year ago)
- Last Synced: 2025-06-09T15:53:02.684Z (11 months ago)
- Language: Jupyter Notebook
- Size: 2.16 MB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Anomaly Detection on Dynamic Knowledge Graphs
## Structure
This repository is structured as a monorepo containing multiple components:
- [Load Generator](load-generator)
- Used for generating synthetic user behavior on the onlineboutique microservice application using Locust
- [Fault Injector](fault-injector)
- Used for injecting simulated faults into the microservice application using Litmus Chaos
- [Data Collector](data-collector)
- Used for data collection from the microservice application using CAdvisor and Istio
- [Anomaly Detector](anomaly-detector)
## Data
The knowledge graphs are hosted on Zenodo. They are stored as a series of Turtle (TTL) files.
You can download the dataset [here](https://zenodo.org/records/13772595).