A data cube C, has n dimensions, and each dimension has exactly p distinct values in the base cuboid. Assume that there are no concept hierarchies associated with the dimensions. What is the maximum number of cells possible in the data cube, C ?
\((p + 1)^{n}\)
Every cell of the full cube picks, for each dimension, either one of its p values or the aggregate value * (all), giving p + 1 choices per dimension.
\(\text{Cells} = \underbrace{(p + 1) \times (p + 1) \times \cdots \times (p + 1)}_{n} = (p + 1)^{n}\)
Check: \(p^{n}\) counts only the base cuboid and ignores the aggregated cuboids, so it is smaller.
Hence, \((p + 1)^{n}\).
Fact-less fact table in a data warehouse contains
__________ allows selection of the relevant information necessary for the data warehouse.
__________ system is market oriented and is used for data analysis by knowledge workers including Managers, Executives and Analysts.
Match the following :
| List - I | List - II |
| a. Classification | i. Principal component analysis |
| b. Clustering | ii. Branch and Bound |
| c. Feature Extraction | iii. K-nearest neighbour |
| d. Feature Selection | iv. K-means |
Codes :
Which of the following table contains the primary information in the data warehouse?
Which of the following is characteristic of an MIS ?
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 :
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