Home > Workload Solutions > Data Analytics > White Papers > Change Data Capture on Dell Data Lakehouse using Debezium > Data Flow
Debezium monitors and captures changes from the federated databases in real-time.
The Debezium Iceberg Consumer converts these CDC events into data files.
Processed data files are committed to Iceberg tables stored in Object Storage.
The Hive Metastore tracks metadata and schema information for the Iceberg tables.
The Data Analytics Engine accesses the Iceberg tables through the Hive Metastore to perform analytics, machine learning, and reporting tasks.