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Real-time Data Streaming with Apache Flume

Overview

Skills Needed

Learn to build real-time data streaming pipelines with Apache Flume. Explore Kafka integration, event-driven architectures, and real-time data processing techniques with Flume.

  • Intermediate knowledge of Apache Flume fundamentals
  • Understanding of real-time data processing concepts

Outline

  • Introduction to Real-time Data Streaming
  • Flume-Kafka Integration
  • Event-driven Architectures with Flume
  • Real-time Data Processing Pipelines
  • Windowing and Time-based Operations
  • Stateful Processing in Flume
  • Exactly-once Semantics
  • Performance Optimization Techniques
  • Monitoring and Alerting in Real-time
  • Best Practices for Real-time Data Streaming with Flume
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