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Distinct Governance Requirements

Big Data solutions access data and generate data, all of which become assets of the business. A governance framework is required to ensure that the data and the solution environment itself are regulated, standardized and evolved in a controlled manner.

Examples of what a Big Data governance framework can encompass include:

  • standardization of how data is tagged and the metadata used for tagging
  • policies that regulate the kind of external data that may be acquired
  • policies regarding the management of data privacy and data anonymization
  • policies for the archiving of data sources and analysis results
  • policies that establish guidelines for data cleansing and filtering
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