Remove Cybersecurity Remove Data Requirement Remove Documentation Remove Real-time Data
article thumbnail

What Is Change Data Capture (CDC): Methods, Benefits, and Challenges

Astera

Overcoming Common C hange D ata C apture Challenges Bulk Data Management Handling the bulk of data requiring extensive changes can pose challenges for the CDC. CDC is helpful in capturing and analyzing data changes in realtime. Stay ahead of the curve with real-time data updates.

article thumbnail

Cloud Data Warehouse: A Comprehensive Guide

Astera

Data Ingestion Layer: The data journey in a cloud data warehouse begins with the data ingestion layer, which is responsible for seamlessly collecting and importing data. This layer often employs ETL processes to ensure that the data is transformed and formatted for optimal storage and analysis.

article thumbnail

What Is Data Management and Why Is It Important?

Astera

Similarly, a tech company can extract unstructured data from PDF documents, including purchase orders and feedback forms, to derive meaningful insights about procurement and sales departments. As unstructured data is not machine-readable, it should be converted into structured data, i.e., in columns and rows for reporting and analysis.