Big Data Forensics: Hadoop 3.2.0 Reconstruction

被引：1

作者：

Harshany, Edward ^{[1
]}

Benton, Ryan ^{[1
]}

Bourrie, David ^{[1
]}

Glisson, William ^{[2
]}

机构：

[1] Univ S Alabama, Sch Comp, Mobile, AL 36688 USA

[2] Sam Houston State Univ, Coll Sci & Engn Technol, Huntsville, TX 77342 USA

来源：

FORENSIC SCIENCE INTERNATIONAL-DIGITAL INVESTIGATION | 2020年 / 32卷 / 0S期

基金：

美国国家科学基金会;

关键词：

Hadoop; Forensics; Big data; Reconstruction;

D O I：

10.1016/j.fsidi.2020.300909

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Conducting digital forensic investigations in a big data distributed file system environment presents significant challenges to an investigator given the high volume of physical data storage space. Presented is an approach from which the Hadoop Distributed File System logical file space is mapped to the physical data location. This approach uses metadata collection and analysis to reconstruct events in a finite time series. Published by Elsevier Ltd.

引用

页数：2

共 50 条

[31] Hadoop Paradigm for Satellite Environmental Big Data Processing
Semlali, Badr-Eddine Boudriki
El Amrani, Chaker
Ortiz, Guadalupe
[J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND ENVIRONMENTAL INFORMATION SYSTEMS, 2020, 11 (01) : 23 - 47
[32] The Role of Hadoop Technology in the Implementation of Big Data Concept
Stupar, Savo
Car, Mirha Bico
Sahic, Elvir
[J]. NEW TECHNOLOGIES, DEVELOPMENT AND APPLICATION, 2019, 42 : 254 - 261
[33] Big Data Analysis: Recommendation System with Hadoop Framework
Verma, Jai Prakash
Patel, Bankim
Patel, Atul
[J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION TECHNOLOGY CICT 2015, 2015, : 92 - 97
[34] Hadoop Based Scalable Cluster Deduplication for Big Data
Liu, Qing
Fu, Yinjin
Ni, Guiqiang
Hou, Rui
[J]. 2016 IEEE 36TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS (ICDCSW 2016), 2016, : 98 - 105
[35] CloudMe forensics: A case of big data forensic investigation
Teing, Yee-Yang
Dehghantanha, Ali
Choo, Kim-Kwang Raymond
[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2018, 30 (05):
[36] The big data potential of epidemiological studies for criminology and forensics
DeLisi, Matt
[J]. JOURNAL OF FORENSIC AND LEGAL MEDICINE, 2018, 57 : 24 - 27
[37] Big Data Security Problem Based on Hadoop Framework
Samet, Refik
Aydin, Ayhan
Toy, Feridun
[J]. 2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 525 - 530
[38] A Systematic Literature Review of Big Data and the Hadoop frameworks
Naidu, Devishree
Thakur, Adi
[J]. INTERNATIONAL JOURNAL OF EARLY CHILDHOOD SPECIAL EDUCATION, 2022, 14 (02) : 2969 - 2973
[39] Big Data: Mining of Log File through Hadoop
Kotiyal, Bina
Kumar, Ankit
Pant, Bhaskar
Goudar, R. H.
[J]. 2013 INTERNATIONAL CONFERENCE ON HUMAN COMPUTER INTERACTIONS (ICHCI), 2013,
[40] The Hadoop Technology Applies in Power Big Data Platform
Hu, Jianyong
Chen, Jilin
Xie, Mei
Gao, Bo
Yu, Zhihong
Yan, Jianfeng
Lv, Ying
[J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2017), 2017, 87 : 113 - 116

← 1 2 3 4 5 →