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In three-tier architecture for data warehouse,________ contain the data and the software for data acquisition in one tier,the data warehouse is another tier,and the third tier includes the decision support and the client.

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A data warehouse contains numerous ________ that define such things as how the data will be used,summarization rules,standardization of encoded attributes,and calculation rules.

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________ is the process of loading and provides data via the data warehouse as they become available.

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Real-time data wareh...

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Data often are fragmented in distinct operational systems,so managers often make decisions with partial information at best.________ cuts through this obstacle by accessing,integrating,and organizing key operational data in a form that is consistent,reliable,timely,and readily available where needed.

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The ________ is a scaled-down version of the data warehouse that centers on the requests of a specific department,such as marketing or sales.

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When DirectTV decided to implement an active data warehouse solution,the goal of the new system was to send fresh data to the call center at least daily.Once the capabilities of the solutions became apparent,that goal:


A) dropped to fresh data of less than 15 minutes to improve responsiveness.
B) dropped to fresh data every 12 hours to improve responsiveness.
C) increased to every 2 days to reduce maintenance costs.
D) increased to every 5 days to reduce maintenance costs.

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

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Which of the following are created when operational data need to be analyzed multidimensionally?


A) Oper marts
B) Customer information file
C) Dependent data marts
D) Independent data marts

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

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There are five levels of metadata management maturity that can be used to describe where an organization is in terms of how and how well it utilizes its metadata.

A) True
B) False

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Data warehouse is a(n) ________,integrated,time-variant,nonvolatile collection of data in support of management's decision making process.


A) analysis-oriented
B) object-oriented
C) subject-oriented
D) model-oriented

E) A) and D)
F) All of the above

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The main issues pertaining to ________ are the amount of data in the warehouse,how quickly the warehouse is expected to grow,the number of concurrent users,and the complexity of user queries.

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According to conventional wisdom,independent data marts are a poor architectural solution.

A) True
B) False

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Users demanding access via PDAs and through speech recognition and synthesis is becoming more commonplace,further complicating ________ issues.


A) data extraction
B) data load
C) data integration
D) OLAP

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

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________ is the person responsible for the administration and management of a data warehouse.

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Data wareh...

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Once data are entered into the warehouse,users cannot change or update the data.Obsolete data are discarded,and changes are recorded as new data.This ________ characteristic is one of the characteristics of data warehousing.


A) changeable
B) nonvolatile
C) nonperishable
D) static

E) None of the above
F) All of the above

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The data warehouse design is based upon the concept of ________ modeling,which is a retrieval-based model that supports high-volume query access.

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Which of the following is not a direct benefit of a data warehouse?


A) End users can perform extensive analysis in numerous ways
B) A consolidated view of the data provides a single version of the truth
C) Simplified data access
D) Improved customer service and satisfaction

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

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Operational data store is used for the medium- and long-term decisions associated with the enterprise data warehouse (EDW).

A) True
B) False

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List four characteristics of a data warehouse.

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•Subject-oriented
•Integrated...

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There are many middleware tools that business users can use to access data stored in the data repositories,including data mining,reporting tools,and data visualization.

A) True
B) False

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Data warehouses contain vast amounts of internal data but are limited because they do not contain external data.

A) True
B) False

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