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________ refers to the conformity to facts: accuracy, quality, truthfulness, or trustworthiness of the data.

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In the world of Big Data, ________ aids organizations in processing and analyzing large volumes of multi-structured data. Examples include indexing and search, graph analysis, etc.

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Companies with the largest revenues from Big Data tend to be


A) the largest computer and IT services firms.
B) small computer and IT services firms.
C) pure open source Big Data firms.
D) non-U.S. Big Data firms.

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In open-source databases, the most important performance enhancement to date is the cost-based ________.

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Which of the following sources is likely to produce Big Data the fastest?


A) order entry clerks
B) cashiers
C) RFID tags
D) online customers

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Why are some portions of tape backup workloads being redirected to Hadoop clusters today?

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β€’First, while it may appear inexpensive ...

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Allowing Big Data to be processed in memory and distributed across a dedicated set of nodes can solve complex problems in near-real time with highly accurate insights. What is this process called?


A) in-memory analytics
B) in-database analytics
C) grid computing
D) appliances

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What is the Hadoop Distributed File System (HDFS) designed to handle?


A) unstructured and semistructured relational data
B) unstructured and semistructured non-relational data
C) structured and semistructured relational data
D) structured and semistructured non-relational data

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It is important for Big Data and self-service business intelligence go hand in hand to get maximum value from analytics.

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In the investment bank case study, the major benefit brought about by the supplanting of multiple databases by the new trade operational store was providing real-time access to trading data.

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All of the following statements about MapReduce are true EXCEPT


A) MapReduce is a general-purpose execution engine.
B) MapReduce handles the complexities of network communication.
C) MapReduce handles parallel programming.
D) MapReduce runs without fault tolerance.

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________ speeds time to insights and enables better data governance by performing data integration and analytic functions inside the database.

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In-databas...

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In the opening vignette, the CERN Data Aggregation System (DAS), built on MongoDB (a Big Data management infrastructure), used relational database technology.

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Which Big Data approach promotes efficiency, lower cost, and better performance by processing jobs in a shared, centrally managed pool of IT resources?


A) in-memory analytics
B) in-database analytics
C) grid computing
D) appliances

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Big Data uses commodity hardware, which is expensive, specialized hardware that is custom built for a client or application.

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Big Data employs ________ processing techniques and nonrelational data storage capabilities in order to process unstructured and semistructured data.

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In the opening vignette, what is the source of the Big Data collected at the European Organization for Nuclear Research or CERN?

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Forty million times per second, particle...

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Traditional data warehouses have not been able to keep up with


A) the evolution of the SQL language.
B) the variety and complexity of data.
C) expert systems that run on them.
D) OLAP.

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In-motion ________ is often overlooked today in the world of BI and Big Data.

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In the Luxottica case study, outsourcing enhanced the ability of the company to gain insights into their data.

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