Moving from batch processing to real-time analytics.
Delta Lake and Parquet formats ensure compatibility across diverse engines. data management strategy at microsoft pdf free download
Identify critical data elements (CDEs) that drive business decisions. Moving from batch processing to real-time analytics
A well-planned data management strategy is essential for organizations to derive insights, make informed decisions, and drive innovation. By following the guidelines outlined in this guide, Microsoft customers can develop a robust data management framework that supports their business needs. A well-planned data management strategy is essential for
Implement automated validation gates at the ingestion stage rather than fixing data later. Problem: Escalating cloud infrastructure costs.
Microsoft advocates for a or Data Hub architecture rather than a single monolithic warehouse. 1. Data Sources Operational databases (Azure SQL, Cosmos DB). External streams and IoT telemetry. SaaS applications (Dynamics 365, Salesforce). 2. Integration & Transformation Azure Data Factory: Orchestrating the movement of data.
Integrating "Privacy by Design" to meet GDPR, HIPAA, and CCPA standards automatically.