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Anomaly Detection on Dynamic Knowledge Graphs

Structure

This repository is structured as a monorepo containing multiple components:

  • Load Generator
    • Used for generating synthetic user behavior on the onlineboutique microservice application using Locust
  • Fault Injector
    • Used for injecting simulated faults into the microservice application using Litmus Chaos
  • Data Collector
    • Used for data collection from the microservice application using CAdvisor and Istio
  • 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.