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DPM125
Beginner

OLAP VS OLTP

FeatureOLTPOLAP
Full FormOnline Transaction ProcessingOnline Analytical Processing
PurposeRun daily operationsAnalyze and report on business data
Operation TypeShort, frequent transactionsComplex queries, aggregations
Data VolumeLarge number of small transactionsSmaller number of large queries
Performance FocusSpeed of write operationsSpeed of read/analysis
Data StructureHighly normalizedOften denormalized (e.g., star schema)
ExamplesInsert/update orders, bankingSales analysis, reporting, BI dashboards
UsersFront-line staff, operational usersManagers, analysts, decision-makers

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