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OLTP vs OLAP: why analytics kills your production DB | data engineering interview
An analytics query on your transactional database isn't slow because the query is bad. It's the wrong tool. OLTP and OLAP are built for opposite jobs. Transactional stores serve many tiny reads and writes, analytical stores scan huge ranges fast. The difference is physical. OLTP is row-oriented for grabbing one full record quickly. OLAP is ...
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