Data domain

The following is the domain checklist:

  • Is the data model normalized?
  • Is the data encrypted?
  • Has the approach of the database been optimized?
  • Are latency requirements clearly identified, and are mechanisms in place to ensure these are achieved?
  • Do you have clear strategies for transactional consistency across distributed data stores, and do these balance this need with the cost in terms of performance and complexity?
  • Do you have mechanisms in place for validating migrated data and dealing appropriately with errors?
  • Have you defined sufficient storage and processing capacity for archiving, and for restoring archived data?
  • Has a data quality assessment been done? Have you created strategies for dealing with poor-quality data?
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