James Serra

James works at Microsoft as a big data and data warehousing solution architect where he has been for most of the last nine years. He is a thought leader in the use and application of Big Data and advanced analytics, including data architectures such as the modern data warehouse, data lakehouse, data fabric, and data mesh. Previously he was an independent consultant working as a Data Warehouse/Business Intelligence architect and developer. He is a prior SQL Server MVP with over 35 years of IT experience. He is a popular blogger (JamesSerra.com) and speaker, having presented at dozens of major events including SQLBits, PASS Summit, Data Summit and the Enterprise Data World conference. He is the author of the book “Deciphering Data Architectures: Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh”.

Blog Post

Understanding Fabric Ontology

What problem is Fabric Ontology trying to solve? For years, most data conversations have started with tables. We ask where the data lives, what columns are available, how the...

2026-06-10 (first published: )

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Blog Post

Understanding Fabric MCP

Model Context Protocol, or MCP, is one of those technical ideas that sounds more complicated than it really is. The easiest way to think about it is this: MCP...

2026-05-20 (first published: )

535 reads

Blogs

A Front Door for the DBA Team – AgentDBA UI

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AgentDBA began as a command line. That suits one DBA on one server, but...

Cleaning Up Azure MS Defender Billing

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I have a few Azure subscriptions, which are fairly small and not used that...

Installing and Configuring containerd as a Kubernetes Container Runtime

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This post shows you how to install containerd as the container runtime for Kubernetes...

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SQL Server Vector Support II

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SQL Server Vector Support II

With regard to SQL Server 2025's Vector support, what is an embedding?

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