QlikView QV12DA : QlikView 12 Data Architect Certification Exam

QV12DA real exams

Exam Code: QV12DA

Exam Name: QlikView 12 Data Architect Certification Exam

Updated: Aug 18, 2026

Q & A: 70 Questions and Answers

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QlikView QV12DA Exam Syllabus Topics:

SectionObjectives
Topic 1: Security and Access Control- Section Access
  • 1. User-Level Security Configuration
    • 2. Field-Level Security
      Topic 2: Data Transformation & Optimization- Performance Optimization
      • 1. Data Model Optimization Techniques
        • 2. QVD Optimization and Usage
          - Data Quality and Cleansing
          • 1. Data Type Conversions
            • 2. Field Transformation Functions
              Topic 3: Data Architecture and Modeling- Data Loading & Scripting
              • 1. Incremental Load Strategies
                • 2. Load Script Syntax and Best Practices
                  - Data Modeling Concepts
                  • 1. Star and Snowflake Schema Design
                    • 2. Synthetic Keys and Circular References
                      Topic 4: QlikView Environment Management- Performance and Troubleshooting
                      • 1. Reload Performance Issues
                        • 2. Memory and CPU Optimization
                          - Server and Publisher Concepts
                          • 1. Task Scheduling and Distribution
                            • 2. QlikView Server Architecture

                              QlikView 12 Data Architect Certification Sample Questions:

                              1. A system administrator looks in the QMC > Status > QVS Statistics No documents are open in the QlikView Server but the memory usage of the QlikView Server (QVS) process is still above 10 GB.
                              Which is the cause of this behavior?

                              A) The Object Calculation Time Limit is too high, which causes the hypercube cache to stay for too long
                              B) The Document Timeout setting is too high, which causes documents to never time out and unload
                              C) Cached data for unloaded documents remains in memory to decrease calculation time
                              D) A reload is currently running that uses memory in the QlikView Server until it is finished


                              2. A sales manager wants a bar chart showing a distribution of the deals displayed in $250 intervals of the profit margin. Which dimension and expression should a data architect use?
                              Response:

                              A) Dimension: =Aggr (Sum (Margin) ,OrderID) )Expression: =Count (DISTINCT OrderlD)
                              B) Dimension: =class (Margin, 250, ,Margin, )Expression: =Count (DISTINCT OrderlD)
                              C) Dimension: =class (OrderID, 250, ,Margin, )Expression: =Count (DISTINCT OrderlD)
                              D) Dimension: =OrderIDExpression: =Class (Margin, 250, ,Margin, )


                              3. Business users report QlikView documents are having intermittent performance issues Users sometimes receive warnings related to memory. The system administrator finds this error message in the server log files: WorkingSet: Virtual Memory is growing beyond parameters Which three steps should the administrator take to diagnose and fix this issue? (Select three.)

                              A) Monitor the memory usage on the server that runs the QlikView Server services, and increase memory resources if needed
                              B) Increase the amount of free disk space on the server that runs the QlikView Server services
                              C) Review the Working Set High/Low values for QlikView Server in the QlikView Management Console
                              D) Ask the user to restart the client and/or browser, and try again
                              E) Ask the document owner to optimize the data model and memory usage of sheet objects in the document


                              4. A QlikView Distribution Service cluster has a large amount of document reloads and tasks take a long time to finish. The logs indicate tasks are being queued because no QVB engines are available. The system administrator must clear the task queue and increase performance Which setting in the QlikView Management Console should the system administrator check?

                              A) The Max Concurrent Reloads setting for QlikView Server
                              B) The CPU Affinity setting for QlikView Server
                              C) The Max number of simultaneous QlikView engines for distribution setting for Distribution Service
                              D) The Max number of simultaneous QlikView engines for administration setting for Distribution Service


                              5. In a new QlikView Server installation a system administrator checks that all the QlikView services have been installed The Windows Services console shows five QlikView services are up and running. However, in the QMC. under Status > Services, only four services are listed Why are only four services shown in the QMC?

                              A) The QlikView Publisher is not licensed
                              B) The QlikView Server is not licensed
                              C) The system administrator has performed a custom installation
                              D) The fifth service will appear after its 24 hour quarantine period.


                              Solutions:

                              Question # 1
                              Answer: C
                              Question # 2
                              Answer: B
                              Question # 3
                              Answer: A,C,E
                              Question # 4
                              Answer: B
                              Question # 5
                              Answer: A

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