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Last Updated: Sep 15, 2026
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QlikView QV12DA Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Performance Optimization | 15-20% | - Memory management - Synthetic keys identification and resolution - Data model optimization techniques - Table viewer analysis - Join types and their impact |
| Topic 2: Data Transformation | 20-25% | - Cross-tables and pivot tables - Mapping tables and ApplyMap - Interval matching - Data quality and validation - Data cleansing techniques |
| Topic 3: Data Load Design | 20-25% | - RESIDENT loads and preceding loads - LOAD statements and transformations - Incremental load strategies - QVD files creation and optimization - Scripting fundamentals - Handling different data sources |
| Topic 4: Security and Governance | 15-20% | - Field-level and row-level security - Data reduction techniques - Security best practices - Section Access implementation |
| Topic 5: Data Architecture and Design | 20-25% | - Link tables and concatenated tables - Star schema and snowflake schema design - Balance between data model complexity and performance - Understanding dimensional data models - Circular references and solutions |
QlikView 12 Data Architect Certification Sample Questions:
A company has three QlikView developers who lease QlikView Desktop licenses from QlikView Server, two business analysts who access five QlikView documents on a daily basis, and a supervisor who accesses a specific QlikView document every day.
Which CALs should be assigned to meet these requirements?
- A. 3 Named User CALs, 2 Document CALs and 1 Session CAL
- B. 3 Named User CALs and 10 Document CALs
- C. 5 Named User CALs and 1 Document CAL
- D. 2 Named User CALs, 3 Document CALs and 1 Session CAL
Correct Answer: A 🗳️
A QlikView deployment has poor end user performance when many users view QlikView documents simultaneously. The documents are relatively small and correctly developed. No data reduction tasks are present.
Which service should the administrator cluster to increase performance?
- A. Distribution Service
- B. QlikView Server service
- C. Directory Service Connectors service
- D. QlikView Web Server service
Correct Answer: A 🗳️
Which two functionalities become available when a QlikView Publisher license is applied to & QlikView deployment? (Select two.)
- A. The QlikView Distribution Service can be installed on a different logical or physical server than the other QlikView services
- B. QlikView PDF reports can be distributed by email only to users who have leased a CAL from the QlikView Server
- C. More complex reload schedules can be configured
- D. Reloads can be scheduled on the Reload tab of a QlikView document in the QlikView Management Console
- E. The QlikView Distribution Service becomes responsible for the reload of the QlikView documents instead of the QlikView Server service
Correct Answer: D,E 🗳️
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 Document Timeout setting is too high, which causes documents to never time out and unload
- B. The Object Calculation Time Limit is too high, which causes the hypercube cache to stay for too long
- 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
Correct Answer: C 🗳️
An organization plans to purchase CALs for a new QlikView Server
Users are grouped into three categories based on how they will access and use QlikView
1. Two hundred and twenty users access a single application infrequently for short periods of time with a maximum of five concurrent users.
2. Five users work standard business hours and have access to four QlikView documents, each with a maximum of five concurrent users.
3. Two users are developers and only work on one QlikView document at a time. The developers must be able to use the Qlikview Desktop Client for development and the AccessPoint for testing.
Which is the most cost effective CAL configuration to meet the requirements?
- A. 227 Named CALs
- B. 220 Document CALs and 7 Named CALs
- C. 5 Session CALs and 7 Named CALs
- D. 10 Session CALs and 2 Document CALs
Correct Answer: C 🗳️
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