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Throttled by Yesterday's Refresh

Throttled by Yesterday's Refresh

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 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 abstractionWhere the obvious answer breaksA real Reddit/Microsoft Q&A question unpackedF-SKU realism — what this actually costsWhen the rejected approach is actually rightRisks of the recommended pathThe 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 7:42 Demo: Watch One Job Spread9:51 The Throttling Staircase, and Who Skips Steps2:50 Demo: Read the Metrics App12:46 Sizing From the Smoothed Line Resources Fabric capacity throttling policySmoothing and throttling in Fabric Data WarehouseThrottle triggers and throttle stagesCapacity planning guideAutoscale Billing for SparkFabric operations: interactive and backgroundUnderstand the metrics app timepoint pageUnderstand the metrics app timepoint summary pageSurge protectionCapacity and SKUsBurstable capacity in Fabric Data WarehouseConsumption rates and billing for Copilot in FabricAzure quotas for Fabric capacities 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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