QlikView QV12DA : QlikView 12 Data Architect Certification Exam

Exam Code: QV12DA

Exam Name: QlikView 12 Data Architect Certification Exam

Updated: Oct 26, 2026

Q & A: 70 Questions and Answers

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QlikView QV12DA Exam Syllabus Topics:

SectionObjectives
Data Architecture and Modeling- Data Loading & Scripting
  • 1. Incremental Load Strategies
    • 2. Load Script Syntax and Best Practices
      - Data Modeling Concepts
      • 1. Synthetic Keys and Circular References
        • 2. Star and Snowflake Schema Design
          Security and Access Control- Section Access
          • 1. Field-Level Security
            • 2. User-Level Security Configuration
              Data Transformation & Optimization- Performance Optimization
              • 1. Data Model Optimization Techniques
                • 2. QVD Optimization and Usage
                  - Data Quality and Cleansing
                  • 1. Field Transformation Functions
                    • 2. Data Type Conversions
                      QlikView Environment Management- Server and Publisher Concepts
                      • 1. QlikView Server Architecture
                        • 2. Task Scheduling and Distribution
                          - Performance and Troubleshooting
                          • 1. Memory and CPU Optimization
                            • 2. Reload Performance Issues

                              QlikView 12 Data Architect Certification Sample Questions:

                              Question #1

                              A system administrator needs to evaluate the CAL utilization in their organization Which tool should the administrator use?

                              • A. The Governance Dashboard
                              • B. The CALs tab in the QMC
                              • C. The License Monitor application
                              • D. The QVS Statistic^ window in the QMC
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

                              Question #2

                              A system administrator needs to create a task that creates new QlikView documents with data associated with the Year field only. The QlikView documents need to be created using the Document Name and the values in the Year field.
                              What should the administrator do to meet the requirement?

                              • A. Set the Reduced Document name field to %SourceDocumentName% %yyyy% and the Simple Reduce value field to Year
                              • B. Set the Reduced Document name field to %SourceDocumentName% %yyyy% and the Loop and Reduce with Field value field to Year
                              • C. Set the Reduced Document name field to %SourceDocumentName% %DocumentField,Year% and the Loop and Reduce with Field value field to Year
                              • D. Set the Reduced Document name field to %SourceDocumentName% %DocumentField,Year% and the Simple Reduce value field to Year
                              Reveal Solution  Discussion  0

                              Correct Answer: C  🗳️

                              Question #3

                              A system administrator is testing a QlikView Server where the Publisher is also licensed After completing the testing phase, the system administrator wants to copy all tasks from the test environment to the production environment.
                              What should the system administrator do?

                              • A. Use the Remote Management Service to set up a link in the production environment towards the test environment and pull the tasks into the production environment.
                              • B. Create a triggered task that will export all tasks from the test environment and import these tasks in the productionenvironment using Task Dependencies
                              • C. Use the Remote Management Service to set up a link in the test environment towards the production environment and pushthe tasks to the production environment.
                              • D. Export the tasks from the test environment using the QlikView Management Console and use the Paste icon to import thetasks into the production environment
                              Reveal Solution  Discussion  0

                              Correct Answer: D  🗳️

                              Question #4

                              A system administrator determines the QlikView Server was unresponsive over the weekend. The administrator finds this error message in the event log file:
                              Failed tadven9\QlikViewStorage\QVSSetting \CalData.pgo. Error: 3
                              Which is the most likely cause of the error?

                              • A. The root folder was NOT available
                              • B. The QlikView Server had no remaining CALs
                              • C. The CalData pgo file was re-created by QVS
                              • D. The QlikView Server was restarted for maintenance
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

                              Question #5

                              QlikView Server (QVS) and QlikView Distribution Service are on the same server The system administrator needs to make sure that the QVS does NOT use all of the CPU cores Which setting should the administrator modify?

                              • A. CPU Throttle
                              • B. Object Calculation Time Limit
                              • C. Working Set
                              • D. CPU Affinity
                              Reveal Solution  Discussion  0

                              Correct Answer: D  🗳️

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