- Exam Code: QV12DA
- Exam Name: QlikView 12 Data Architect Certification Exam
- Updated: Jul 31, 2026
- Q & A: 70 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Architecture and Design | 20-25% | - Balance between data model complexity and performance - Understanding dimensional data models - Link tables and concatenated tables - Circular references and solutions - Star schema and snowflake schema design |
| Topic 2: Performance Optimization | 15-20% | - Synthetic keys identification and resolution - Table viewer analysis - Data model optimization techniques - Join types and their impact - Memory management |
| Topic 3: Data Transformation | 20-25% | - Interval matching - Cross-tables and pivot tables - Data cleansing techniques - Mapping tables and ApplyMap - Data quality and validation |
| Topic 4: Security and Governance | 15-20% | - Security best practices - Section Access implementation - Data reduction techniques - Field-level and row-level security |
| Topic 5: Data Load Design | 20-25% | - QVD files creation and optimization - Handling different data sources - LOAD statements and transformations - Incremental load strategies - RESIDENT loads and preceding loads - Scripting fundamentals |
1. For which two tasks is the QlikView Server service responsible? (Select two )
A) Authenticating Custom Users
B) Authorizing document administrators to access the QlikView Management Console
C) Loading selected QlikView User Documents into RAM
D) Reloading QlikView documents when no QlikView Publisher license has been applied
E) Performing calculations when users make selections in a document containing expressions
2. A system administrator is increasing the amount of system RAM from 128 GB to 256 GB The QlikView Server Working Set Low and Working Set High are currently configured with the default values of 70% and 90%.
How should the administrator ensure the QlikView Server performance is optimized?
A) Increase the Working Set Low value only
B) Decrease both the Working Set Low and Working Set High values
C) Increase both the Working Set Low and Working Set High values
D) Decrease the Working Set High value only
3. A data source contains metadata, which describes the content of the data fields. How can the metadata for specific fields be shared with other data architects within Qlik View?
Response:
A) Add metadata as a data row
B) Add metadata by using the Comment command
C) Add metadata to a text-based .meta file
D) Add metadata as a data column
4. A system administrator is configuring a two node QlikView Server cluster and will install QlikView Publisher on its own separate node. The configuration of services is as follows:
Node A QlikView Server service, QlikView Management service Node B QlikView Server service, QlikView Management service Node C QlikView Distribution service QlikView Settings service QlikView Directory Service Connector service.
Which part of this configuration does NOT conform to best practices?
A) Running two simultaneous QlikView Management services on separate nodes
B) Running the QlikView Server service and QlikView Management service on the same node
C) Running the QlikView Distribution service and the QlikView Directory Service Connector service on the same node
D) Running two simultaneous QlikView Server services on separate nodes
5. Users report that the data in several QlikView documents failed to refresh A system administrator needs to determine what is causing the reload failures.
Which log files should the administrator check?
A) QlikView task and distribution log files
B) QlikView distribution service and management service log files
C) QlikView session and performance log files
D) QlikView workorder and load balancer log files
Solutions:
| Question # 1 Answer: B,E | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: A | Question # 5 Answer: B |
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