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Scalefree Knowledge Webinars Data Vault Friday Sampling (DB Subsetting) Production Data in Data Vault

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In our ongoing Data Vault Friday series, our CEO Michael Olschimke engages with a pertinent question from the audience, shedding light on best practices for structuring EDW environments.

“In one of the previous webinars (‘EDW Environments’), you mentioned about best practices for creating your EDW environments. Let’s consider a configuration where we have 4 environments, DEV + TST and PRE_PROD + PROD. Moreover, assume that the PROD environment is very heavy in the meaning of data volumes and we simply cannot handle such amounts of data on PRE PROD and TST (data on TST env. will be anonymized). Do you have any advice on how to create lightweight environments from PROD?”

In this insightful video, Michael delves into the complexities of managing EDW environments with varying data volumes. He offers practical advice on creating lightweight versions of the production environment for development, testing, and pre-production stages. The discussion encompasses strategies for data anonymization on the testing environment and optimizing resources to ensure efficiency across different stages of the EDW lifecycle.

Meet the Speaker

Profile picture of Michael Olschimke

Michael Olschimke

Michael has more than 15 years of experience in Information Technology. During the last eight years he has specialized in Business Intelligence topics such as OLAP, Dimensional Modelling, and Data Mining. Challenge him with your questions!

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To support the creation of Visual Data Vault drawings in Microsoft Visio, a stencil is implemented that can be used to draw Data Vault models. The stencil is available at www.visualdatavault.com.

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