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Incremental Processing Patterns with Apache Fluo

Overview

Skills Needed

Learn to implement incremental processing patterns with Apache Fluo. Explore delta computations, state updates, and data-driven processing techniques with Fluo.

  • Basic knowledge of real-time data processing concepts
  • Understanding of data-driven processing

Outline

  • Introduction to Incremental Processing
  • Delta Computations in Fluo
  • State Update Strategies
  • Continuous Data Aggregation
  • Periodic Batch Processing
  • Data-driven Processing Techniques
  • Handling Data Skew in Incremental Processing
  • Performance Optimization for Incremental Processing
  • Fault-tolerance Mechanisms
  • Best Practices for Incremental Processing with Fluo
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