A comprehensive guide to monitoring and optimizing Change Data Capture (CDC) pipelines using tools like Prometheus and Grafana, covering performance tuning, troubleshooting, and best practices.
The ar
ticle provides practical strategies for achieving low latency and high throughput while maintaining data reliability and schema compatibility.
Reasons to Read -- Learn:
how to implement effective monitoring solutions for CDC pipelines using industry-standard tools like Prometheus and Grafana, with specific configuration guidelines for real-time performance tracking.
practical optimization techniques for Kafka-based CDC pipelines, including specific parameters for tuning partitions, replication factors, and compression settings to achieve optimal performance.
systematic troubleshooting approaches for common CDC pipeline issues, with specific solutions for handling consumer lag, preventing data loss, and managing schema compatibility errors.
3 min readauthor: Sarath Varma
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