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Course Outline

Introduction to Custom Metrics

  • Overview of metric classifications and operational use cases
  • Review of Prometheus instrumentation libraries for government applications
  • Advantages of exporting custom metrics for system visibility

Configuring Prometheus for Custom Metrics Collection

  • Configuring Prometheus to scrape custom metric endpoints
  • Examination of Prometheus exposition formats
  • Developing PromQL queries for analyzing custom metrics

Application Instrumentation

  • Implementing instrumentation in Python, Java, and Node.js environments
  • Utilization of Prometheus client libraries for data collection
  • Addressing common challenges associated with application instrumentation

Development of Custom Metrics Dashboards

  • Designing Grafana dashboards tailored to specific operational requirements
  • Customizing visualization panels for enhanced clarity
  • Establishing real-time monitoring and alerting mechanisms

Integration of Monitoring into CI/CD Workflows

  • Incorporating custom metrics into build and deployment pipelines
  • Automating notification protocols for CI/CD process failures
  • Ensuring continuous metric availability during application updates

Troubleshooting and Performance Optimization

  • Diagnostic procedures for instrumentation issues
  • Enhancing performance efficiency of Prometheus and Grafana infrastructures
  • Scaling monitoring capabilities to support high-volume applications

Advanced Visualization Strategies

  • Utilization of Grafana plugins for sophisticated data representation
  • Connecting Grafana with external data repositories
  • Constructing interactive dashboards for stakeholder reporting

Summary and Future Directions

Requirements

  • Foundational understanding of Prometheus and Grafana monitoring frameworks
  • Experience in application development and API integration for government systems

Audience

  • Software Developers
  • DevOps Engineers
 14 Hours

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