This book teaches fundamentals of stream processing, covering application design, distributed systems infrastructure, and continuous analytic algorithms.
This book teaches fundamentals of stream processing, covering application design, distributed systems infrastructure, and continuous analytic algorithms.
Part I. Fundamentals: 1. What brought us here? 2. Introduction to stream processing Part II. Application Development: 3. Application development - the basics 4. Application development - data flow programming 5. Large-scale development - modularity, extensibility, and distribution 6. Application engineering - debugging and visualization Part III. System Architecture: 7. Architecture of a stream processing system 8. InfoSphere streams architecture Part IV. Application Design and Analytics: 9. Design principles and patterns for stream processing applications 10. Stream processing and mining algorithms Part V. Case Studies: 11. End-to-end application examples Part VI. Closing Notes: 12. Conclusion.
Part I. Fundamentals: 1. What brought us here? 2. Introduction to stream processing Part II. Application Development: 3. Application development - the basics 4. Application development - data flow programming 5. Large-scale development - modularity, extensibility, and distribution 6. Application engineering - debugging and visualization Part III. System Architecture: 7. Architecture of a stream processing system 8. InfoSphere streams architecture Part IV. Application Design and Analytics: 9. Design principles and patterns for stream processing applications 10. Stream processing and mining algorithms Part V. Case Studies: 11. End-to-end application examples Part VI. Closing Notes: 12. Conclusion.
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