Processing Configurable Threshold Based Rules in Azure Stream Analytics

This post covers the usage of Azure Stream Analytics to process configurable threshold based rules. Canonical scenarios where an alert is to be generated when an event with a certain value occurs or when an aggregated value exceeds a certain threshold can be articulated as threshold based rules in Azure Stream Analytics. These queries are…

How to achieve exactly-once delivery for SQL output

Azure Stream Analytics guarantees exactly-once processing within the processing pipeline. However, it currently doesn’t ensure end to end exactly-once delivery to output sink. Instead, it guarantees at-least-once delivery to output sink. When using SQL output, we can achieve exactly-once semantics if the following requirements are met: all output streaming events have a natural key, i.e….