Amazon DevOps Guru: An ML-powered operations service that improves application availability - Help Net Security

Amazon DevOps Guru: An ML-powered operations service that improves application availability - Help Net Security

Amazon Web Services announced 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.



Amazon DevOps Guru applies machine learning informed by years of Amazon.com and AWS operational excellence to automatically collect and analyze data like application metrics, logs, events, and traces for identifying behaviors that deviate from normal operating patterns (e.g. under-provisioned compute capacity, database I/O over-utilization, memory leaks, etc.).


When Amazon DevOps Guru identifies anomalous application behavior (e.g. increased latency, error rates, resource constraints, etc.) that could cause potential outages or service disruptions, it alerts developers with issue details (e.g. resources involved, issue timeline, related events, etc.) ..

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