OpenSource AIOps - How to Kickstart your Journey
As IT operations become more agile and complex, at the same time the need to enhance operational efficiency and intelligence grows. The term AIOps is often mentioned in this context, as it promises to …
Talk Title | OpenSource AIOps - How to Kickstart your Journey |
Speakers | Marcel Hild (Engineering Manager, AI CoE, CTO Office, Red Hat) |
Conference | Open Source Summit + ELC Europe |
Conf Tag | |
Location | Lyon, France |
Date | Oct 27-Nov 1, 2019 |
URL | Talk Page |
Slides | Talk Slides |
Video | |
As IT operations become more agile and complex, at the same time the need to enhance operational efficiency and intelligence grows. The term AIOps is often mentioned in this context, as it promises to take operations to the next level. But attaching an AI system to your data center might be daunting. Fear not - you don’t need a full-fledged commercial product to start your journey.Marcel will talk about the story, how Red Hat has experimented with operational data and ran small data science experiments on it. The good ones have been containerized and connected to production systems in our kubernetes clusters. Hear about the lessons learned and the tooling we’ve used.And you start right away and use the same containers and opensource software in your environment. Amongst others, you will see anomaly detection for logs and load prediction with Prometheus metrics.