Amazon DevOps Guru
Amazon DevOps Guru harnesses machine learning to detect anomalous application behaviors, leveraging years of operational excellence from Amazon.com and AWS. It analyzes metrics, logs, and events, providing actionable recommendations and alerts on potential issues. By minimizing alert noise, teams can focus on resolving critical operational errors before they impact customers.
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Top Amazon DevOps Guru Features
- Anomaly detection using ML
- Contextual information on anomalies
- Actionable correction recommendations
- Automatic metrics and logs analysis
- Adaptive behavior monitoring
- Noise reduction for alerts
- Early issue detection for serverless apps
- Database issue identification for RDS
- Automatic updates for static rules
- Resource exhaustion alerts
- Insight into operational excellence
- Historical performance analysis
- Alert prioritization based on severity
- Integration with AWS services
- Customizable alert thresholds
- Visual dashboards for monitoring
- Root cause analysis support
- Continuous learning from operational data
- Cross-application behavior correlation
- Automated remediation suggestions.
