Chapter 16: Future Trends and Advanced Topics

In this section

• 16.1 Serverless Microservices
  • Understanding Serverless: A Comprehensive Guide to Serverless Architecture in Microservices
    Explore the fundamentals of serverless architecture, its benefits, challenges, and integration with microservices. Learn about major providers, event-driven paradigms, and practical use cases.
  • When to Use Serverless: Identifying Ideal Scenarios for Serverless Microservices
    Explore when to use serverless in microservices architecture, focusing on suitable workloads, cost efficiency, automatic scaling, rapid development, and more.
  • Integrating Serverless with Microservices: Key Strategies and Best Practices
    Explore the integration of serverless functions with microservices, focusing on orchestration, event-driven communication, data flow, security, and performance optimization.
• 16.2 Edge Computing and Microservices
  • The Rise of Edge Computing: Transforming Microservices Architecture
    Explore the rise of edge computing, its industry drivers, benefits, use cases, and its relationship with microservices. Understand how edge computing is reshaping the future of distributed systems.
  • Edge Deployment Patterns for Microservices: Strategies and Best Practices
    Explore the patterns for deploying microservices at the edge, focusing on distributed deployment, data streaming, edge gateways, and more.
  • Edge Computing and Microservices: Challenges and Solutions
    Explore the challenges and solutions in integrating edge computing with microservices, focusing on infrastructure complexity, data consistency, security, resource management, connectivity, performance, scalability, and monitoring.
• 16.3 Reactive Systems and Event Streaming
  • Reactive Manifesto Principles: Building Responsive, Resilient, and Elastic Systems
    Explore the core principles of the Reactive Manifesto, including responsiveness, resilience, elasticity, and message-driven architecture, and their application in microservices.
  • Building Reactive Microservices: Asynchronous Communication and Event-Driven Architecture
    Explore the principles of building reactive microservices with asynchronous communication, loose coupling, and event-driven architectures using frameworks like Spring WebFlux and Akka Streams.
  • Event Streaming Platforms: Real-Time Data Processing in Microservices
    Explore the role of event streaming platforms in microservices, including popular platforms, data ingestion, real-time processing, and integration strategies.
• 16.4 Micro Frontends
  • Micro Frontends: Extending Microservices to the Frontend
    Explore the architectural style of micro frontends, extending microservices principles to the frontend for scalable, maintainable web applications.
  • Integration Strategies for Micro Frontends: Server-Side Composition, Client-Side Composition, and More
    Explore integration strategies for micro frontends, including server-side composition, client-side composition, Edge-Side Includes, Module Federation, Web Components, and more.
  • Micro Frontends Case Studies: Successful Implementations and Lessons Learned
    Explore real-world case studies of organizations that have successfully implemented micro frontends, highlighting integration strategies, challenges, and benefits.
• 16.5 Machine Learning and AI in Microservices
  • Incorporating AI Services in Microservices: AI Integration, Use Cases, and Best Practices
    Explore how to incorporate AI services into microservices architectures, focusing on AI use cases, frameworks, scalable models, independent deployment, data privacy, integration with data pipelines, and model maintenance.
  • Data Pipelines in Microservices: Building Scalable and Efficient Workflows
    Explore the intricacies of designing and implementing data pipelines in microservices architectures, focusing on scalability, data quality, and security.
  • Ethical Considerations in AI for Microservices
    Explore ethical considerations in AI for microservices, focusing on fairness, accountability, transparency, privacy, and inclusivity.