Consumer Groups

Kafka Tutorial: Advanced Kafka Consumers in Java - Part 1 - 2025 Edition

🚀 What’s New in This 2025 Update

Major Updates and Changes

  • KIP-848 Protocol - Broker-coordinated partition assignment
  • Cooperative Rebalancing - Zero-downtime partition reassignment
  • Dead Letter Queues - Standard pattern for error handling
  • Consumer Interceptors - Cross-cutting concerns made easy
  • Automated Scaling - Cloud-native auto-scaling patterns
  • Enhanced Monitoring - Built-in lag tracking and alerting

Consumer Evolution Since 2018

  • ✅ Smoother Operations - Incremental rebalancing minimizes disruption
  • ✅ Better Error Handling - DLQ and retry patterns standardized
  • ✅ Improved Observability - Metrics and interceptors built-in
  • ✅ Cloud-Native Ready - Auto-scaling and managed services

Welcome to Part 1 of Advanced Kafka Consumers in 2025! This tutorial covers modern consumer patterns that have become essential for production Kafka deployments.

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Kafka Tutorial: Creating a Kafka Consumer in Java - 2025 Edition

🚀 What’s New in This 2025 Update

Major Updates and Changes

  • KIP-848 Protocol - Zero-downtime rebalancing (no more stop-the-world!)
  • KRaft Mode - No ZooKeeper needed
  • Exactly-Once Consumers - Transactional message processing
  • Share Groups - New queue-like consumption pattern
  • Enhanced Monitoring - Built-in lag tracking
  • Cloud-Native Patterns - Container-ready consumers

Consumer Evolution Since 2017

  • ✅ Smoother Rebalancing - Incremental cooperative protocol
  • ✅ Better Performance - Optimized fetch and poll
  • ✅ Improved Reliability - Automatic offset management
  • ✅ Enhanced Observability - Detailed metrics and tracing

Ready to build modern Kafka consumers? Let’s create production-ready consumers that can handle millions of messages reliably!

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