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Big Data Forensics: Learning Hadoop Investigations

You're reading from   Big Data Forensics: Learning Hadoop Investigations Perform forensic investigations on Hadoop clusters with cutting-edge tools and techniques

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Product type Paperback
Published in Aug 2015
Publisher
ISBN-13 9781785288104
Length 264 pages
Edition 1st Edition
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Validating application collections


Collecting application data requires a different form of information for validation. Validating a collection involves proving the following:

  • The collection was performed correctly and completely

  • The collected data is a replica of the source system's data

Unlike file-based collection methods, record-based collections compiled through an application are not typically validated with hash values. Hash values are useful for proving that data was not modified and that the collection was performed correctly. Supplemental information (for example, collection logs) is used to prove that the collection was performed completely. The use of hash values, however, is not always appropriate for application collections. There are several reasons why hash values are not used to validate application collections:

  • It is not necessary to calculate hash values because of the absence of metadata or other artifacts that are collected

  • Large data volumes make computing hash values infeasible...

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