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Data Ingestion and Processing with Apache Flume

Overview

Skills Needed

Learn to ingest and process data with Apache Flume. Explore various data sources integration, event routing configurations, and data transformation techniques with Flume.

  • Basic knowledge of data ingestion and processing concepts
  • Familiarity with Flume architecture

Outline

  • Introduction to Data Ingestion
  • Integrating Various Data Sources
  • Configuring Event Routing
  • Data Transformation Pipelines
  • Custom Interceptors and Processors
  • Handling Data Skew and Load Balancing
  • Real-time Data Processing Techniques
  • Fault Tolerance and Recovery
  • Performance Optimization Strategies
  • Best Practices for Data Ingestion with Flume

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