Microsoft Fabric Architecture Podcast16 Loka

Throttled by Yesterday's Refresh

Throttled by Yesterday's Refresh

Episode 37 • 2026-10-16 Duration: 9:21

Fabric doesn't charge you when work happens — it spreads the cost forward into 2,880 thirty-second timepoints. That one sentence explains every confusing capacity behavior, including why surge protection can reject the SQL it's supposed to protect.

What we discuss

How it actually works underneath the abstraction
Where the obvious answer breaks
A real Reddit/Microsoft Q&A question unpacked
F-SKU realism — what this actually costs
When the rejected approach is actually right
Risks of the recommended path
The architectural principle to take home

Key takeaways

And someone's about to halve the SKU because the chart looks calm.
The spike they see is a receipt. The smoothed line is the bill that hasn't arrived.
Right now, somewhere, there's a capacity chart with a quiet-looking evening.

Watch the episode

The Fabric Friday video on this topic: https://youtu.be/iE-jdcseCaY

From the video

Resources

About the show

AI-generated voices. Matthias — cloned voice. Fabia — designed AI co-host. See Matthias live on YouTube (Fabric Friday), at his meetups, and at conferences like FabCon.

Hosted by Matthias Falland — Microsoft Data Platform MVP and community architect behind the Fabric Periodic Table. New episodes every Friday.

Submit your case

Have an architecture decision you are wrestling with? DM Matthias on LinkedIn — find him as Matthias Falland. Three to five sentences about the decision, your team size, and your current stack. We anonymize before airing.

This podcast was generated by AI. Both voices are synthetic: Matthias is a cloned voice, Fabia is a designed AI co-host.

Brand design based on fabricperiodictable.com.

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