Amazon DevOps Guru: ML-powered cloud operations service to improve application availability
Amazon Web Services announced the general availability of Amazon DevOps Guru, a fully managed operations service that uses machine learning to make it easier for developers to improve application availability by automatically detecting operational issues and recommending specific actions for remediation.
Informed by years of Amazon.com and AWS operational excellence, Amazon DevOps Guru applies machine learning to automatically analyze data like application metrics, logs, events, and traces for behaviors that deviate from normal operating patterns.
When Amazon DevOps Guru identifies anomalous application behavior that could cause potential outages or service disruptions, it alerts developers with issue details to help them quickly understand the potential impact and likely causes of the issue, with specific recommendations for remediation.