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Duration 14 hours
Course Outline
Introduction to Custom Metrics
- Distinguishing between metric types and identifying their specific operational applications
- Review of Prometheus instrumentation libraries and their functional roles
- Advantages of exporting custom metrics for government systems and oversight
Configuring Prometheus for Custom Metrics
- Establishing Prometheus configurations to collect custom metric data
- Examination of Prometheus exposition formats and standards
- Development of PromQL queries to retrieve and analyze custom metrics
Application Instrumentation
- Implementation of instrumentation within Python, Java, and Node.js applications
- Utilization of Prometheus client libraries for data export
- Resolution of common technical challenges associated with instrumentation
Developing Dashboards for Custom Metrics
- Designing Grafana dashboards tailored to specific government use cases
- Modification of visualization panels to enhance data clarity
- Establishment of real-time monitoring protocols and alert mechanisms
Monitoring Integration within CI/CD Pipelines
- Embedding custom metrics into build and deployment workflows
- Automation of alerting systems for CI/CD pipeline failures
- Verification of metric continuity during application updates and migrations
Troubleshooting and System Optimization
- Diagnostics of instrumentation-related issues and errors
- Performance optimization of Prometheus and Grafana environments
- Scaling monitoring infrastructure for high-volume government applications
Advanced Visualization Methods
- Leveraging Grafana plugins for improved data presentation
- Integration of Grafana with external data sources for comprehensive reporting
- Creation of interactive dashboards for stakeholder review and decision-making
Conclusion and Future Actions
Requirements
- Fundamental proficiency with Prometheus and Grafana architectures
- Working knowledge of application development standards and API interactions
Intended Audience
- Software Developers
- DevOps Engineers
Testimonials (2)
workshops, practical examples
Martin Stuparek - Orange Slovensko, a.s.
Course - Monitoring with Grafana
Relax, easy no pressure to complete the assignment