What Kafka optimization strategies have you used in production?

Question

What Kafka optimization strategies have you used in production, with Kafka as the backbone for order processing at scale?

Discussion points

• Partitioning and consumer-group parallelism for throughput
• Batching, compression, and producer tuning
• Consumer-lag monitoring and backpressure
• Idempotent / exactly-once processing where ordering matters