Given below are two statements: one is labelled as Assertion A and the other is labelled as Reason R Assertion A: OLAP systems are optimized for complex queries and analysis. Reason R: OLTP systems are designed for transactions processing with large read-only queries. In the light of the above statements, choose the most appropriate answer from the options given below
Evaluating OLAP and OLTP System Statements
The question asks to evaluate two statements about OLAP (Online Analytical Processing) and OLTP (Online Transaction Processing) systems.
Assertion A Analysis
Assertion A states: "OLAP systems are optimized for complex queries and analysis."
- This statement is correct. OLAP systems are designed for multidimensional data analysis, enabling users to query and analyze large amounts of data from multiple perspectives, often involving complex aggregations and calculations.
Reason R Analysis
Reason R states: "OLTP systems are designed for transactions processing with large read-only queries."
- This statement is incorrect. OLTP systems are optimized for processing a high volume of short, transactional operations (like inserting, updating, or deleting records) that are typically characterized by read/write operations. They are not designed for or optimized for handling large, complex, read-only analytical queries.
Conclusion
Since Assertion A is correct and Reason R is incorrect, the most appropriate choice is the one that reflects this.
Therefore, A is correct but R is not correct.
This corresponds to Option 3.
Important Questions from Data Warehousing and Data Mining
Identify the correct statement(s) about Data Warehousing (DW):
A. DW system must be acceptable to regulators and business community.
B. DW system must not be based on open source platforms
C. DW system must present information attractive to users.
D. DW system must be secure bastion that protects the information.
E. DW system must be adaptive to change.
Choose the correct answer from the options given below:
What does the following statement represent in data migration?
"Locate the useful information required to populate the customer relationship management and identify who maintains it, what it contains and how accurate it is."
Match List - I with List - II.
List - I
Data Warehouse Types Concept
List - II
Functions Meaning of Data Ware Houses
(A)
Data Marts
I)
Provides a fairly recent form of customer information file and is used as interim staging area.
(B)
Operational Data Store
(II)
Provides integration of data from many sources into a standard format.
(C)
Enterprise Data Warehouse
(III)
Describe the structure and some meaning about data
(D)
Metadata
(IV)
Subset of a data warehouse, typically consisting of a single subject area
Choose the correct answer from the options given below:
- Considering the following statements:
A. Data transformation is involved in Datamining process.
B. Online database is used in Data warehouse.
C. Classification is a measure of accuracy.
D. K-means clustering algorithm is based on the concept of minimizing the within-cluster variance.
E. Pattern evaluation is a process to identify knowledge based on interestingness measure.
Choose the correct answer from the options given below: An enormous collection of data on various topics from a variety of internal and external sources, compiled by a firm for its own use or for use by its clients, is called :
