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Forum Posts

Agre_Celebal
by New Contributor II
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Handling Sensor Dropout in IoT Pipelines: A Quarantine Pattern with Lakeflow Declarative Pipelines

Why Your Solar Forecasting Model Doesn't Trust Every ZeroA data quality pattern for sensor dropout at IoT scale, using Lakeflow Declarative Pipelines (formerly DLT)A solar panel producing zero output at 2pm on a clear day is a maintenance ticket. A s...

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AmitDECopilot
by Contributor
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From Business Requirements to Lakeflow Pipelines: A Governed Metadata-Driven Delivery Pattern

IntroductionDifferent organizations use different names for these artifacts: business requirements, mapping specifications, source-to-target mappings, data contracts, transformation rules, or semantic definitions. The name matters less than the goal:...

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