Data~5 min read
Streaming SQL vs time windows: picking primitives for telemetry pipelines
Sometimes a 5-minute tumble window beats a custom state machine.
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Practical notes from AIoT field work and internal pilots.
Prefer measurable KPIs (latency, uptime, alert noise) before scaling a pattern.
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