Change Data Capture (CDC) Effectiveness
CDC
change data capture
pipeline
Industry
Technology
For Whom
Data Platform Engineers
Why You Need This
Measure the effectiveness of CDC pipelines for timely and complete data updates.
How It Works
Completeness and latency analysis of CDC streams.
Data Type
Tabular
What You Need
Source database logs, destination change events.
What You Get
- CDC performance dashboard
- Segment definitions: Dropped Events
- Latency report
How To Use It
Tune CDC settings to prevent event drops during peak load.
Technique
Statistical Analysis
Business Impact
Reliable real-time downstream systems (track event loss rate).
How We Deliver This
Monitoring dashboard.
Can Be Extended To
Dynamic scaling of CDC workers.