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MOLAP is a logical choice for companies that already use relational databases for their operational data.

A) True
B) False

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What is a data cube?

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Conceptually,MDBMS end users visualize t...

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Normalizing fact tables improves data access performance and saves data storage space.

A) True
B) False

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The decision support database query optimizer must be enhanced to support non-normalized structures.

A) True
B) False

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______________________________ is a collection of concepts,techniques,and processes for the proper identification,definition,and management of data elements within an organization.

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Master data management MDM Master data management (MDM)

Data ____ implies that all business entities,data elements,data characteristics,and business metrics are described in the same way throughout the enterprise.


A) volatility
B) time-variation
C) subject-orientation
D) integration

E) C) and D)
F) A) and B)

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Conceptually,MDBMS end users visualize the stored data as a three-dimensional cube known as a ____.


A) multi cube
B) data matrix
C) data cube
D) hyper cube

E) A) and B)
F) C) and D)

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A characteristic of operational data is ____.


A) summarized data
B) hundreds of gigabytes
C) high normalization
D) historic data

E) C) and D)
F) A) and D)

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____________________ use Web-based technologies to present key business performance indicators or information in a single integrated view,generally using graphics in a clear,concise,and easy to understand manner.

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The attribute hierarchy provides a top-down data organization that is used for two main purposes: ____ and drill-down/roll-up data analysis.


A) hierarchy
B) de-normalization
C) normalization
D) aggregation

E) B) and C)
F) A) and B)

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D

Describe the use of SQL in relation to ROLAP.

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Most decision support data requests require the use of multiple-pass SQL queries or multiple nested SQL statements.To Answer this criticism,ROLAP extends SQL so that it can differentiate between access requirements for data warehouse data (based on the star schema)and operational data (normalized tables).In that way,a ROLAP system is able to generate the SQL code required to access the star schema data.Query performance is also improved because the query optimizer is modified to identify the SQL code's intended query targets.For example,if the query target is the data warehouse,the optimizer passes the requests to the data warehouse.However,if the end user performs drill-down queries against operational data,the query optimizer identifies that operation and properly optimizes the SQL requests before passing them through to the operational DBMS.

Data warehouse data are organized and summarized by table,such as CUSTOMER and ADDRESS.

A) True
B) False

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The ____ schema is designed to optimize data query operations rather than data update operations.


A) relational
B) circle
C) star
D) matrix

E) B) and C)
F) A) and B)

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The data warehouse designer must define common business dimensions that will be used by the data analyst to narrow a search,group information,or describe attributes.

A) True
B) False

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The basic star schema has four components: facts,____,attributes,and attribute hierarchies.


A) keys
B) relationships
C) cubes
D) dimensions

E) B) and C)
F) B) and D)

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____________________ are qualifying characteristics that provide additional perspectives to a given fact.

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Data ____________________ tools provide advanced visual analysis and techniques to enhance understanding of business data.

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____'s main goal is to provide a comprehensive and consistent definition of all data within an organization.


A) DBMS
B) OLAP
C) Data warehousing
D) MDM

E) None of the above
F) A) and C)

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To support a(n)____________________ adequately,the DBMS might be required to use advanced hardware,such as multiple disk arrays,and even more importantly,to support multiple-processor technologies,such as a symmetric multiprocessor (SMP)or a massively parallel processor (MPP).

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VLDB
very large data...

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____________________ is a measurement of the density of the data held in the data cube and is computed by dividing the total number of actual values in the cube by the total number of cells in the cube.

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