Overview
Conducted comprehensive performance analysis and optimization of Apache Kafka clusters, improving throughput, reducing latency, and enhancing reliability.
Optimization Areas
Broker Configuration
- Tuned replication factor and ISR settings
- Optimized log segment and retention policies
- Configured compression settings
- Adjusted socket buffer sizes
Producer & Consumer
- Enabled batching and compression
- Tuned fetch settings for consumers
- Optimized partition assignment
- Configured appropriate commit intervals
Monitoring Setup
- Comprehensive JMX metrics collection
- Custom Grafana dashboards
- Alert rules for key metrics
- Lag monitoring