Materialized lake views in Microsoft Fabric offer a powerful way to optimize SQL workloads by precomputing complex transformations. This article explores how to implement these views, their benefits, and considerations for production environments.
The Modern Get Data experience in SQL Server Analysis Services streamlines data import by leveraging Power Query. This approach simplifies connecting, filtering, and transforming data, making it more efficient for building robust tabular models.
Hierarchical partitioning in Apache Iceberg tables within Snowflake offers a structured approach to data organization, enhancing query performance and scalability. This article explores the fundamentals and practical implementation of this technique.
SQL Server 2025 introduces vector search and indexing capabilities, enabling efficient similarity searches across large datasets. This article explores how these features work, their implementation, and the engineering challenges they address.
Adaptive Query Execution in Databricks SQL leverages parameter markers to enhance query performance and security. This approach allows dynamic value substitution, improving query reuse and protecting against SQL injection. Learn how to implement and optimize this technique effectively.