Improving the efficiency of big forensic data analysis using NoSQL

Md Baitul Al Sadi, Hayden Wimmer, Lei Chen, Kai Wang

Research output: Contribution to book or proceedingConference articlepeer-review

2 Scopus citations

Abstract

The rapid growth of Internet of Things (IoT) makes the task for digital forensic more difficult. At the same time, the data analyzing technology is also developing in a feasible pace. Where traditional Structured Query Language (SQL) is not adequate to analyze the data in an unstructured and semi-structured format, Not only Standard Query Language (NoSQL) unfastens the access to analyzing the data of all format. The large volume of data of IoTs turns into Big Data which just do not enhance the probability of attaining of evidence of an incident but make the investigation process more complex. This paper aims to analyze Big Data for Digital Forensic (DF) investigation using NoSQL. MongoDB has been used to analyze Big Forensic Data in the form of document-oriented database. The proposed solution is capable of analyzing Big Forensic Data in the form of NoSQL more specifically document oriented data in a cost-effective, efficient way as all the tools is being used are open source.

Original languageEnglish
Title of host publicationMOBIMEDIA 2017 - 10th EAI International Conference on Mobile Multimedia Communications
EditorsHonggang Wang, Qianbin Chen, Yanbing Liu, Dapeng Wu, Nirwan Ansari, Lei Chen, Dalei Wu
PublisherICST
Pages240-248
Number of pages9
ISBN (Print)9781631901560
DOIs
StatePublished - 2017
Event10th EAI International Conference on Mobile Multimedia Communications, MOBIMEDIA 2017 - Chongqing, China
Duration: Jul 13 2017Jul 14 2017

Publication series

NameInternational Conference on Mobile Multimedia Communications (MobiMedia)
Volume2017-July
ISSN (Electronic)2413-094X

Conference

Conference10th EAI International Conference on Mobile Multimedia Communications, MOBIMEDIA 2017
Country/TerritoryChina
CityChongqing
Period07/13/1707/14/17

Scopus Subject Areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Emergency Medicine
  • Media Technology
  • Modeling and Simulation

Keywords

  • Autopsy
  • Big Data
  • Big Data Forensic
  • Digital Forensic (DF)
  • Document-oriented Database
  • Internet of Things (IoT)
  • MongoDB
  • NoSQL

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