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Data Warehouse vs. Live Datamart - Comparison and Differences

Data Warehouse vs. Live Datamart - Comparison and Differences

Data Warehouses have existed for many years in almost every company. While they are still as good and relevant for the same use cases as they were 20 years ago, they cannot solve new, existing challenges and those sure to come in a ever-changing digital world. The upcoming sections will clarify when to still use a Data Warehouse and when to use a modern Live Datamart instead.

Kai Waehner

October 09, 2015
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  1. Difference between a Data Warehouse and a Live Datamart Kai

    Wähner [email protected] @KaiWaehner www.kai-waehner.de LinkedIn / Xing à Please connect!
  2. Key Messages –  A Data Warehouse is used for analysis

    and reporting of historical data! –  A Live Datamart is used to manage operations in real time! –  A Live Datamart combines automated streaming analytics and proactive human interaction
  3. © Copyright 2000-2015 TIBCO Software Inc. Agenda What is a

    Data Warehouse? What is a Live Datamart? Spoilt for Choice
  4. © Copyright 2000-2015 TIBCO Software Inc. Agenda What is a

    Data Warehouse? What is a Live Datamart? Spoilt for Choice
  5. © Copyright 2000-2015 TIBCO Software Inc. Agenda What is a

    Data Warehouse? What is a Live Datamart? Spoilt for Choice
  6. Live Datamart Live Datamart Continuous Query Processor Alerts   BusinessEvents

      FTL   EMS   Ac4veSpaces   BusinessWorks   Social  Media  Data   Market  Data   Sensor  Data   Historical   Data   Ac4veSpaces  Datagrid Enterprise   data   Market Data IoT Mobile Social Live UI Command & Control ACTION   Con4nuous  Query   … used for operations in real time.
  7. © Copyright 2000-2015 TIBCO Software Inc. Agenda What is a

    Data Warehouse? What is a Live Datamart? Spoilt for Choice
  8. © Copyright 2000-2015 TIBCO Software Inc. Spoilt for Choice Data

    Warehouse Live Datamart Historical Data 1) Reporting 2) Data Discovery to find Patterns 3) Optional: Analyze using Statistics Real Time Data (and historical data integrated) 4) Operations 5) Optional: Apply Statistics
  9. Key Messages •  A Data Warehouse is used for analysis

    and reporting of historical data! •  A Live Datamart is used to manage operations in real time! •  A Live Datamart combines automated streaming analytics and proactive human interaction