Home > Workload Solutions > Data Analytics > White Papers > Change Data Capture on Dell Data Lakehouse using Debezium > Solution Validation
In this section, we detail the validation process of the proposed Change Data Capture (CDC) solution within the Dell Data Lakehouse architecture. The validation focuses on ensuring the accurate replication of CDC events from federated data sources into Apache Iceberg tables. Therefore, this verifies the real-time ingestion capabilities of the Debezium Iceberg Consumer, and assessing the consistency of metadata updates in the Dell Data Analytics Engine (DDAE) Metastore.