zwitschi
ef4fb7dcf0
- Updated architecture constraints documentation to include detailed sections on technical, organizational, regulatory, environmental, and performance constraints. - Created separate markdown files for each type of constraint for better organization and clarity. - Revised the architecture scope section to provide a clearer overview of the system's key areas. - Enhanced the solution strategy documentation with detailed explanations of the client-server architecture, technology choices, trade-offs, and future considerations. - Added comprehensive descriptions of backend and frontend components, middleware, and utilities in the architecture documentation. - Migrated UI, templates, and styling notes to a dedicated section for better structure. - Updated requirements.txt to include missing dependencies. - Refactored user authentication logic in the users.py and security.py files to improve code organization and maintainability, including the integration of OAuth2 password bearer token handling.
1.7 KiB
1.7 KiB
title, description
| title | description |
|---|---|
| 04.04 — Future Considerations | Future considerations for the CalMiner architecture. |
04.04 — Future Considerations
- Scalability: As the user base grows, consider transitioning to a microservices architecture and implementing load balancing strategies.
- Asynchronous Processing: Introduce asynchronous task queues (e.g., Celery) for long-running simulations to improve responsiveness.
- Enhanced Frontend: Explore the possibility of integrating a frontend framework (e.g., React or Vue.js) for more dynamic user interactions in future iterations.
- Advanced Analytics: Plan for integrating advanced analytics and machine learning capabilities to enhance simulation accuracy and reporting insights.
- Security Enhancements: Implement robust authentication and authorization mechanisms to protect sensitive data and ensure compliance with industry standards.
- Continuous Integration/Continuous Deployment (CI/CD): Establish CI/CD pipelines to automate testing, building, and deployment processes for faster and more reliable releases.
- Monitoring and Logging: Integrate monitoring tools (e.g., Prometheus, Grafana) and centralized logging solutions (e.g., ELK stack) to track application performance and troubleshoot issues effectively.
- User Feedback Loop: Implement mechanisms for collecting user feedback to inform future development priorities and improve user experience.
- Documentation: Maintain comprehensive documentation for both developers and end-users to facilitate onboarding and effective use of the system.
- Testing Strategy: Develop a robust testing strategy, including unit, integration, and end-to-end tests, to ensure code quality and reliability as the system evolves.