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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

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