Benjamin Cane • 8/16/2025

How many times have you seen analytics on an operational database create issues?* I’ve seen it far too often.

The article explains how running analytics and batch jobs directly on a production operational database can cause performance issues and outages. It proposes two solutions: an ideal approach using a separate event-driven analytics platform, and a pragmatic approach using dedicated read-only database replicas.

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#analytics #Batch Processing #Database Architecture