Capacity Management on Sam Debruyn

Fabric Capacities: The Administrator's Guide

Wed, 29 Apr 2026 00:00:00 +0000

Fabric Capacities are deceptively simple to provision — but one runaway query can throttle your entire organization. This session is the administrator’s deep dive into bursting, smoothing, overage debt, throttling, and the governance levers that keep workloads in check. We cover monitoring with the Capacity Metrics App and Real-Time Hub, cost optimization with reservations and autoscale billing, Spark and SQL Database governance, and practical sizing workflows to go from proof of concept to scaled adoption.

Thread by Thread: Lessons from Migrating to Fabric

Thu, 05 Feb 2026 00:00:00 +0000

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Thread by Thread: Lessons from Migrating to Fabric

Thu, 27 Nov 2025 00:00:00 +0000

The largest Microsoft Fabric community event in Belgium

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Fabric Capacities: Divide and Conquer

Wed, 29 Oct 2025 00:00:00 +0000

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Fabric Capacities: Divide and Conquer

Thu, 12 Jun 2025 00:00:00 +0000

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A single Fabric Capacity is easy to set up. But what about the risk of a single user taking down your entire data estate with a poorly written query? In this session, we’ll explore how to split and configure Fabric Capacities for different workloads. Autoscaling, auto pause, bursting, smoothing, monitoring, and more, we’ll cover it all. By the end of this talk, you’re ready to build a scalable and robust design Fabric Workspace and Capacity design for the entire organization.

Fabric Capacities: Divide and Conquer

Wed, 28 May 2025 00:00:00 +0000

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Fabric Capacities: Divide and Conquer

Mon, 24 Feb 2025 00:00:00 +0000

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Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric

Sat, 19 Oct 2024 00:00:00 +0000

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Designing a medallion architecture is more than just setting up a few Lakehouses and Data Warehouses. In this session, data architects and engineers learn how to design a medallion architecture with Fabric Workspaces, Capacities, and Domains. We’ll cover the segregation of responsibilities, granular access control, and how to pick and choose the right Capacities for every workload. By the end of this talk, you’ll be ready to design a scalable and secure data platform with Microsoft Fabric.

Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric

Wed, 09 Oct 2024 00:00:00 +0000

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Designing a medallion architecture is more than just setting up a few Lakehouses and Data Warehouses. In this session, data architects and engineers learn how to design a medallion architecture with Fabric Workspaces, Capacities, and Domains. We’ll cover the segregation of responsibilities, granular access control, and how to pick and choose the right Capacities for every workload. By the end of this talk, you’ll be ready to design a scalable and secure data platform with Microsoft Fabric.

Fabric Capacities: Divide and Conquer

Sat, 05 Oct 2024 00:00:00 +0000

More information | Tickets

A single Fabric Capacity is easy to set up. But what about the risk of a single user taking down your entire data estate with a poorly written query? In this session, we’ll explore how to split and configure Fabric Capacities for different workloads. Autoscaling, auto pause, bursting, smoothing, monitoring, and more, we’ll cover it all. By the end of this talk, you’re ready to build a scalable and robust design Fabric Workspace and Capacity design for the entire organization.

Medallion for Data Mesh: Exploring Workspace, Capacity, and Domain Design in Microsoft Fabric

Thu, 20 Jun 2024 00:00:00 +0000

On June 20th I spoke at the Fabric Brussels meetup.

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