- Type
- Midterm past paper
- Course
- CS614 Data Warehousing
- Size
- PDF 1.8 MB
- Updated
- 23 Oct 2026
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- _________ is one class of decision support environment.
OLAP 30page
OLTP
ETL
- The confusion created by data redundancy makes it difficult for companies to Create online processing capabilities.
Work in batch processing load. Use a distributed database. Integrate data from different sources.
- Effects of de-normalization on database performance are
Unpredictable
Predictable Conventional Unsurprising
- DOLAP model facilitates ___________ computing paradigm.
Mobile
Permanent Rigid Strict
- Extract, Transform, Load (ETL) process consist of steps which are ______________.
Independent and Interrelated
Independent or Interrelated Dependent and Interrelated Dependent or Interrelated
- ________ is an application of intelligence and experience.
Skill Power
Wisdom
Knowledge
- Collapsing tables can be done on the ___________ relationship(s)
Only One-to-One Only Many-to-Many Only One-to-Many
Both One-to-One and Many-to-Many
- Transactional fact tables do not have records for events that do not occur. These are called
Not Recording Facts
Fact-less Facts Null Facts Empty Facts
- Semantically " Dirty Data" class of anomalies includes which of the following: I) Lexical Errors
II) Integrity Constraints Violation III) Business Rule Contradiction IV) Irregularities V) Duplication (I) and (II) only (I), (II), and (III)
(II), (III), and (V) only
(I), (IV), and (V) only
- Relational databases allow you to navigate the data in ____________ that is appropriate using the primary, foreign key structure within the data model.
Only One Direction
Any Direction
Two Direction Partitions
- One major goal of horizontal splitting is
Splitting rows for exploiting parallelism
Splitting columns for exploiting parallelism Splitting schema for exploiting parallelism Splitting relationships for exploiting parallelism
- MOLAP usually builds “cubes” in proprietary file format of a multi-dimensional database (MDD) or a user defined data structure, therefore _______ is not supported.
ANSI
Microsoft Oracle SAP
- A company has implemented data warehouse for analytical purpose. Quantity sold is stored as a fact. This quantity sold is
Additive Fact
Non-Additive Fact Associative Fact Non-Associative Fact
- Typically a data mart is much smaller to data warehouse and it is pretty easy to take its ______ as compare to data warehouse.
Backup
Cube Load Schema
- " Change Data Capture" is one of the challenging technical issues in _____________
Data Extraction
Data Loading Data Transformation
- Within the data warehousing domain, data ________ is applied especially when several databases are merged.
Loading
Cleansing
Join
- Taken jointly, the extract programs or naturally evolving systems formed a spider web, also known as
Distributed Systems Architecture
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