Chapter 10 - Application development and Emerging Trends.pptx

emerging trends ppt

1. Module 10 - Emerging Trends and Future Directions in System Integration and Architecture Exploring the technologies shaping the future of system integration

2. Overview - Introduction to emerging technologies - Importance of keeping up with trends - Topics Covered: - IoT Integration - AI & ML in Integration - Serverless & FaaS - API Management - Event-Driven Architectures

3. A. IoT Integration - Introduction - Definition of Internet of Things (IoT) - The rise of connected devices - Importance in modern architecture

4. A. IoT Integration - Use Cases - Smart Cities - Healthcare Monitoring Systems - Industrial Automation (IIoT)

5. A. IoT Integration - Challenges - Device heterogeneity - Data volume and latency - Security and privacy concerns

6. B. AI & ML in Integration - Introduction - Role of AI and ML in automation and decision-making - Benefits to integration: faster processing, prediction, analytics

7. B. AI & ML - Applications in Integration - Predictive maintenance - Intelligent data mapping - Automated anomaly detection

8. B. AI & ML - Challenges - Data quality and availability - Model bias and transparency - Integration into legacy systems

9. C. Serverless & FaaS - Introduction - What is Serverless? - FaaS explained - Key benefits: scalability, reduced ops overhead

10. C. Serverless & FaaS - Use Cases - Real-time file processing - Backend APIs - Scheduled tasks and automation

11. C. Serverless & FaaS - Limitations - Cold starts - Limited execution time - Vendor lock-in concerns

12. D. API Management - Introduction - What is API Management? - Role of APIs in integration - API Gateway and Developer Portals

13. D. API Ecosystems - Public, private, and partner APIs - Monetization strategies - API lifecycle (Design, Deploy, Monitor)

14. D. API - Best Practices - Consistent design and documentation - Secure authentication (OAuth2, API keys) - Rate limiting and throttling

15. E. Event-Driven Architecture - Introduction - Definition of event-driven systems - Real-time data and responsiveness - Key components: Events, Producers, Consumers

16. E. Event-Driven - Benefits - Scalability and decoupling - Improved responsiveness - Real-time analytics

17. E. Reactive Architecture - Concepts - Responsiveness, Resilience, Elasticity, and Message-Driven - Reactive Manifesto

18. E. Event-Driven - Challenges - Event schema evolution - Debugging and tracing - Event duplication and consistency

19. Conclusion - Summary of trends - Future skills for integrators - Embrace agility and change

20. Q&A / Thank You - Questions and discussion - Contact info or references (optional)