EBK USING MIS
EBK USING MIS
10th Edition
ISBN: 9780134658919
Author: KROENKE
Publisher: YUZU
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Chapter 9.9, Problem 9.6ARQ

Explanation of Solution

Three V’s of Big Data:

Big data are generally large data sets, which have a data collection having huge size.

  • Big data sets have the following three properties which are referred as 3V’s of Big data, they are:
    • Volume: The data sets in big data have huge volume.
    • Velocity: The data sets in big data have rapid velocity.
    • Variety: The data sets present in big data are not similar; they contain a huge variety of datasets.

General goal of Map Reduce:

  • As big data are huge, fast and varied, they cannot be easily processed using traditional techniques.
  • The general goal of Map Reduce is to break down big data sets into smaller data sets and process them separately.
  • The steps involved are:
    • Break down the big data sets into smaller sets.
    • Through these split up data, independently running parallel processors are searched.
    • The results are integrated and combined.

Use of Map Reduce for figure 9-24:

Figure 9-24(present in the textbook) compares the search trends for the terms Web2.0 and Hadoop.

Map Reduce can be implemented in the following steps:

  • Map Phase:
    • The data set having logs of Google searches is broken down and the independent processors are instructed to search for and count keywords that begin with W and H.
    • Each of the log segments are mapped into independent processors are words are arranged alphabetically...

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