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Real-time Data Ingestion with Apache Druid

Overview

Skills Needed

Learn real-time data ingestion with Apache Druid. Explore Apache Kafka integration, building streaming pipelines, and ingestion performance tuning with Druid.

  • Basic knowledge of data streaming concepts
  • Understanding of Apache Kafka

Outline

  • Introduction to Real-time Data Ingestion
  • Apache Kafka Integration with Druid
  • Streaming Data Pipelines
  • Data Preprocessing Techniques
  • Ingestion Performance Tuning
  • Error Handling and Retry Mechanisms
  • Exactly-once Semantics with Kafka
  • Building Scalable Data Ingestion Pipelines
  • Monitoring Ingestion Performance
  • Best Practices for Real-time Ingestion

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