Architecture & Setup

SQL Server architecture and setup decisions shape performance, reliability, and maintainability long before problems become visible. This section covers practical design choices, deployment models, high availability, and infrastructure considerations from real production environments.

Railway junction representing SQL Server workload placement across on-premises, Azure and hybrid platform options.

Why Workload Placement Matters More Than the Platform Label for SQL Server

When companies start discussing SQL Server workload placement, the conversation often begins with the platform. Should the workload move to Azure? Would Azure SQL Managed Instance be a better fit? Should the database stay on-premises for another few years, or would that simply postpone an inevitable migration? Those are reasonable ...
Engineer measuring a precision component at a technical workstation, illustrating production readiness for SQL Server vector search.

SQL Server Vector Search: What to Evaluate Before Production

SQL Server 2025 adds native support for vector data and vector search. Applications can keep embeddings alongside relational data and use the SQL Database Engine to find semantically similar information. A small proof of concept is easy enough to build: store an embedding, calculate the distance between vectors and return ...

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