Analytics (OLAP) and real-time (OLTP) workloads serve distinctly different purposes. OLAP (online analytical processing) is optimized for data analysis and reporting, while OLTP (online transaction processing) is optimized for real-time, low-latency traffic.
Most databases are designed to primarily benefit from either OLAP or OLTP, but not both. Worse, concurrently running both workloads under the same data store will frequently introduce resource contention. The workloads end up hurting each other, considerably dragging down the overall…

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