Change Data Capture (CDC)
Certainly! Let’s delve into Change Data Capture (CDC) in SQL Server, providing a comprehensive and detailed explanation of its features, implementation steps, use cases, and best practices. 1. Introduction to….
Tag: ETL processes
Change Tracking vs CDC
Change Tracking vs Change Data Capture (CDC) Introduction In the world of data management, maintaining the accuracy and integrity of data across different systems is paramount. Often, businesses need to….
Using Common Data Model in Integration Scenarios
Introduction In today’s interconnected world, organizations need to integrate data across different systems and platforms seamlessly. Microsoft’s Common Data Model (CDM) is a foundational component that enables this integration by….
Managed vs Unmanaged Tables
In the world of modern data systems and platforms—especially those operating at scale, like Microsoft Dataverse, Azure Synapse, or cloud-based data warehouses—the terms managed and unmanaged tables are becoming increasingly….
Cross-Environment Reporting Architecture
Cross-environment reporting architecture refers to the approach and design required to gather, integrate, and visualize data from multiple systems, databases, or environments in a unified reporting platform. The idea is….
Real-time vs Scheduled Dashboard Updates
Understanding the Core Concepts Real-Time Dashboards Live data visualizations that update continuously (typically within seconds of source system changes) using technologies like: Scheduled Refresh Dashboards Periodically updated visualizations that refresh….
Ingesting unclean data into cloud warehouses
Ingesting unclean data into cloud data warehouses is a prevalent challenge that organizations face in their data management endeavors. This issue arises when data, characterized by inaccuracies, inconsistencies, or incompleteness,….
Cloud data sharing techniques
Cloud Data Sharing Techniques: Comprehensive Overview Cloud computing has revolutionized how organizations manage, store, and share data. One of the most important aspects of cloud computing is data sharing—enabling organizations….