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CS614 Midterm Past Papers by Junaid

Data Warehousing PDF 1.5 MBUpdated 23 Oct 2026
Midterm past paper CS614 Midterm Past Papers by Junaid PDF 1.5 MB
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Midterm past paper
Course
CS614 Data Warehousing
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PDF 1.5 MB
Updated
23 Oct 2026
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Text from pages 2, 3, 4 of 41. Download the file for all 41 pages.

  1. Onlline Extraction is a kind of---------------------------------data extraction. o Logical o Dimensional

o Physical page 132

o Multi valued

  1. The ---------------- saw the advent of disk storage, or DASD( direct Access Storage Device) :
  • 1960s

• 1970s page 13

  • 1950s
  • 1990s
  1. In context of data warehouse, normally it becomes difficult to extract data from different sources because these sources are normally.
  • Centralized
  • Baseline

Q4. 5Which of the following is not a task of Data Transformation?

  • Summarization
  • Enrichment

• Full Data Refresh

Q5. .Which of the following is not an Orr’s Law of Data Quality”?

  • “Data that is not used cannot be corrected!”
  • “Data quality is a function of its use, not its collection!”
  • “Data will be no better than its most stringent use!”

• “Data duplication can be harmful for the organization! ”

  1. Flat files are one of the prevalent structures used in ------------------- data extraction:
  • Online

• Offline

  • Incremental
  • Full

Q7. Which of the following is NOT one of the advantages of changed data capture (CDC) technique?

  • Flat files are not required

• Limited query interface is required for data extraction page

  • No incremental on-line I/O required for log tape
  • Extraction of changed data occurs immediately
  1. The most common range partitioning is on
  • Color
  • Date
  • PhoneNo
  • Name
  1. A relation is said to be in first normal form(1NF), if it does not contain
  • Single value column
  • Multi-valued column page 43
  • Derived column
  • Composite column

10. In a fully normalized database, too many ____________are required

  • Values

• Joins

  • Queries
  • Conditions

11. In the data warehouse, data is collection from -------------------- sources:

  • External
  • Internal

12. De-normalization is more like a “controlled crash” with the aim to ------------ without loss of information:

  • Check
  • Balance
  • Decrease
  • Enhance page 49

13. 1----------------- is making all efforts to increase effectiveness and efficiency in meeting and accepted customer expectation:

  • Quality assurance
  • Quality improvement page 183
  • Quality maintenance
  • Quality Establishment

14. ------------- is the application of intelligence and experience to get common goals.

• Wisdom

  • Education
  • Power
  • Information

15. 1In the data transformation, ---------- is the rearrangement and simplification of individual

  • Aggregation
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