An overview of the core decisions and strategic solutions that influence the architecture. This encompass technology choices, high-level structuring, methods employed to achieve superior quality objectives, and pertinent organizational determinations.
-
Front-End Development:
- Web Interface: Use HTML5, CSS3, and JavaScript for the web-based dashboard and ensure PWA support (refer-to: 0004-PWA).
- Mobile App: Use PWA to install the application on mobile devices like iOS and Android using the following strategies:
- Installing the PWA from the browser
- Installing the PWA from the app store
-
User Interface Frameworks:
-
Email Integration:
- Utilize Python with imaplib and email.parser for email processing.
- Explore NLP (Natural Language Processing) libraries like NLTK or spaCy for email content extraction.
- Implement this component using serverless computing to minimizing operational overhead, and ensuring high availability.
-
Third-Party Integration:
- Implement REST or GraphQL (refer to: 0006-API-Integration) APIs for interfacing with travel systems (SABRE, APOLLO).
- Consider Apache Kafka or RabbitMQ for asynchronous communication (refer-to: 0007-Message-Broker ).
- Implement OAuth 2.0 for secure API access.
-
Database Management:
- Use PostgreSQL or MySQL for user data storage (refer-to: 0003-RDBMS_for_user_data).
- Use database migration tools like Flyway or Liquibase.
-
Backend Development:
- Develop the backend using Node.js, Python (Django or Flask), or Java (Spring Boot).
- Social Media APIs:
- Use APIs like JS-Share
- Reporting Tools:
- Consider D3.js or Chart.js for data visualization.
- Use JasperReports or Google Data Studio for report generation.
- Implement this component using serverless computing to minimizing operational overhead.
- Data Analytics:
- Use Pandas, Matplotlib, and Seaborn for data exploration.
- Consider Amazon Redshift or Apache Spark for scalable data analysis.
- Localization and Internationalization:
- Implement react.i18next or Flask-Babel for localization.
- Store translations in databases or JSON files.
-
High Availability and Monitoring:
- Utilize AWS or Azure for high availability.
- Implement Prometheus and Grafana for monitoring.
-
Real-Time Updates:
- Use GraphQL (refer-to: 0006-API-Integration ) for real-time updates.
-
Performance Optimization:
- Employ CDNs (Content Delivery Network) for content delivery and caching.
- Optimize web and mobile app performance.
-
Security Measures:
- Implement data encryption and secure coding standards.
- Conduct security audits and comply with data privacy regulations.
-
Testing and Quality Assurance:
- Use Junit, Jest, PyTest, and Appium for testing (depending on the programming language).
- Perform penetration testing and vulnerability assessments.
-
Deployment and Maintenance:
- Containerize with Docker and orchestrate with Kubernetes (refer-to: 0005-Containerization).
- Set up CI/CD pipelines for automated testing and deployment.
By following this solution strategy, the startup can develop a next-generation Online Trip Management Dashboard that not only meets the stated requirements but also exceeds user expectations and offers a competitive advantage in the market.