TODO.md

TODO

Features to Implement

1. Enhanced Visualization:

   • Add more detailed graphs and charts to the dashboard.
   • Allow users to select specific time ranges for metrics.
   • Implement real-time updates for the dashboard.

2. User Authentication:

   • Secure the dashboard with user authentication.
   • Implement different user roles (e.g., admin, viewer).

3. Alerting System:

   • Set up alerts for specific metrics thresholds (e.g., high CPU usage).
   • Send alerts via email or integration with a messaging service.

4. Historical Data Storage:

   • Store historical metrics data for longer-term analysis.
   • Implement features to query and visualize historical data.

5. Customizable Metrics:

   • Allow users to define and collect custom metrics.
   • Provide a user interface for managing custom metrics.

6. Support for Additional Exporters:

   • Add support for more Prometheus exporters.
   • Ensure the application can handle metrics from a variety of sources.

Improvements to Make

1. Enhance GPU Metrics Collection:

   • Verify and correct GPU metrics collection.
   • Ensure all relevant metrics are being captured.

2. Add Unit Tests:

   • Enhance test coverage, especially for the metrics collection and parsing logic.

3. Optimize Data Handling:

   • Ensure efficient data handling and avoid potential bottlenecks or inefficiencies.

4. Refactor and Cleanup:

   • Review the codebase for any refactoring or cleanup that might be needed.
   • Ensure all configurations and hard-coded values are appropriately managed.

5. Error Handling and Robustness:

   • Improve error handling to ensure the application gracefully handles any unexpected issues.

6. Logging Enhancements:

   • Add more granular log levels.
   • Consider integrating with a logging service for better monitoring.

7. Performance Optimization:

   • Conduct performance testing.
   • Optimize the application for better performance and scalability.

8. Security Enhancements:

   • Secure API endpoints.
   • Encrypt sensitive data.
   • Review and implement security best practices.

9. CI/CD Setup:

   • Set up CI/CD pipelines for automated testing and deployment.
   • Ensure thorough testing of changes before deployment.

10. Deployability:

    • Make sure the application is easily deployable and includes instructions for deployment.

Documentation

1. User Guide:

   • Create a detailed user guide for setting up and using the application.
   • Include troubleshooting tips and common issues.

2. Developer Guide:

   • Document the codebase for new contributors.
   • Provide guidelines for contributing to the project.