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EDW: Enterprise Data Warehouse - Architecture and Process
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EDW: Enterprise Data Warehouse - Architecture and Process
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EDW: Enterprise Data Warehouse - Architecture and Process
EDW Architecture and Process Setting-up
an Enterprise Data Warehouse Enterprise Data Warehouse (EDW) by Pier Giuseppe De Meo is licensed under CC BY 4.0 ©2020 De Meo Pier Giuseppe | Data Warehouse and Business Intelligence Consultant | Enterprise Data Warehouse Specialist
PRE-STAGING Data Catalog and Matadata STAGING Cross
Reference INTEGRATION Classification Mapping SOURCES DATAMART Aggregation Mapping ANALYTICS RECONCILED Master Data Management Enterprise Data Warehouse - Architecture ETL/ELT cross-Area ETL/ELT in-Area Data Quality Alarm Automatic Configuration User Configuration 2
Enterprise Data Warehouse
- Process Acquire Download raw Data from Sources and load into PRE-STAGING Area: ● FLOW: automatic or manual / scheduled or on-demand ● TRANSFORM: no transform ● MODEL: relational (physical) ● QUALITY: Timeliness Load Load raw Data from PRE-STAGING into STAGING Area: ● FLOW: automatic / scheduled ● TRANSFORM: basic transform / cross reference decode ● MODEL: relational (physical) ● QUALITY: Validity, Uniqueness Reconcile Load prepared Data from STAGING into RECONCILED Area: ● FLOW: automatic / scheduled ● TRANSFORM: complex transform / golden record and enterprise keys ● MODEL: relational (physical) ● QUALITY: Accuracy, Completeness, Consistency Distribute Load specialized Data from INTEGRATION into DATAMART Area: ● FLOW: automatic / scheduled ● TRANSFORM: aggregation mapping / calculated column / custom aggregation ● MODEL: multidimensional (physical or virtual) ● QUALITY: Quantitative, Qualitative and Trend check Integrate Load certified Data from RECONCILED into INTEGRATION Area: ● FLOW: automatic / scheduled ● TRANSFORM: classification mapping / calculated column / custom aggregation ● MODEL: multidimensional (physical) ● QUALITY: Quantitative, Qualitative and Trend check 3
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