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Real-time Data Processing with Mesos

Overview

Skills Needed

Learn to process real-time data streams with Mesos. Explore stream processing frameworks, Kafka integration, and fault tolerance with Mesos.

  • Intermediate knowledge of Mesos fundamentals
  • Familiarity with stream processing concepts

Outline

  • Introduction to Real-time Data Processing
  • Stream Processing Basics
  • Kafka Integration with Mesos
  • Fault Tolerance in Stream Processing
  • Dynamic Partitioning and Scaling
  • Stateful Stream Processing
  • Windowing and Time-based Operations
  • Monitoring and Alerting for Streams
  • Data Enrichment and Transformation
  • Best Practices for Real-time Processing with Mesos
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