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Introducing Kafka for Scalability - itversity - Medium
This technical guide explains how to implement Apache Kafka for scalable Change Data Capture (CDC) pipelines, covering installation, setup, integration, and best practices. The article provides hands-
on examples using Python to demonstrate how Kafka can handle high-throughput, real-time data streaming while maintaining system reliability.

Reasons to Read -- Learn:

  • how to set up and configure Apache Kafka from scratch, including practical installation steps for different operating systems and essential configuration commands for creating topics and managing services.
  • how to implement real-world CDC pipelines using Python, with detailed code examples for both Kafka producers and consumers that demonstrate actual data streaming implementations.
  • best practices for scaling CDC pipelines, including specific techniques for partitioning, replication, monitoring with Prometheus and Grafana, and optimizing producer/consumer configurations for maximum performance.
  • 3 min readauthor: Sarath Varma
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