Meltria: A Dynamic Datasets Generating System for Anomaly Detection and Root Cause Analysis in Microservices

This project build an experimental infrastructure for AIOps. (Work in Progress)

1. Generate automatically MELT (Metrics, Events, Logs, Traces) data including performance anomaly.
2. Analyze the generated data with machine learning algorithms.

How to deploy application and monitoring stack

Documentation

How to generate operational data

Documentation

Related repositories

• ai4sre/meltria-analyzer: include scripts for analyzing operational data with machine learning and statistics.

LICENSE

Copyright 2021 Yuuki Tsubouchi This repository is licensed under the Apache License Version 2.0. LICENSE