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Advanced Tutorials

Welcome to the KSML advanced tutorials! These tutorials are designed for users who have mastered the beginner and intermediate concepts and are ready to explore the most powerful and complex features of KSML.

These tutorials will help you build sophisticated, high-performance data processing applications and integrate KSML with other systems and technologies.

Available Tutorials

Complex Event Processing

Learn how to implement complex event processing patterns with KSML:

  • Pattern detection across multiple streams
  • Temporal pattern matching
  • Event correlation and enrichment
  • Building event-driven applications

Custom State Stores

This tutorial covers advanced state management techniques:

  • Implementing custom state stores
  • Optimizing state access patterns
  • Managing state store size and performance
  • Implementing custom serialization/deserialization

Performance Optimization

Learn how to optimize your KSML applications for maximum performance:

  • Identifying bottlenecks
  • Optimizing serialization/deserialization
  • Tuning Kafka Streams configurations
  • Scaling strategies
  • Monitoring performance metrics

Integration with External Systems

This tutorial focuses on integrating KSML with other systems:

  • Connecting to databases
  • Integrating with REST APIs
  • Working with message queues
  • Implementing the Kafka Connect pattern in KSML

Learning Path

These advanced tutorials can be approached based on your specific needs and interests. Each tutorial is self-contained but may reference concepts from other advanced or intermediate tutorials.

After completing these tutorials, you'll have a comprehensive understanding of KSML's capabilities and be able to implement complex, production-grade stream processing applications.

Next Steps

Now that you've mastered KSML, it's time to apply your knowledge to real-world scenarios:

👉 Explore Use Case Guides to see how KSML solves common business problems and get inspiration for your own projects.