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Data Management Fundamentals Questions 76–80 (page: 17)

Updated On: 10-Feb-2026

Achieving near-real-time data replication, using a source accumulation technique, triggers on:

  1. Request from a target system to pull data
  2. Reaching a threshold or frequency schedule
  3. Daily batch loads
  4. Posting of messages on the enterprise bus
  5. Arrival of streaming data

Answer(s): B



During the implementation of a data warehouse, a roadmap is used to:

  1. Articulate user requirements
  2. Demonstrate progress towards the desired end state
  3. Construct intricate security authorization
  4. Demonstrate alignment to the project plan
  5. Articulate data quality checkpoints

Answer(s): B



One of the key differences between operational systems and data warehouses is:

  1. Operational systems focus on business processes; data warehouses focus on business strategies
  2. Operational systems focus on historical data; data warehouses contain current data
  3. Operational systems are available 24x7; data warehouses are available during business hours
  4. Operational systems focus on data quality; data warehouses focus on data security
  5. Operational systems focus on current data; data warehouses contain historical data

Answer(s): E



The 'Data Management Body of Knowledge' is produced by:

  1. The Data Management Authority
  2. The Data Management Association
  3. The Project Management Institute
  4. The Data Practitioner Association
  5. The Data Analysis Association

Answer(s): B



The DMBoK 'Environmental Factors hexagon' shows the relationship between:

  1. People, process and technology
  2. People, software and tools
  3. Business, application and technology architecture
  4. Inputs, activities and deliverables
  5. DMBoK knowledge areas

Answer(s): A



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