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作者:

Peng, Rui (Peng, Rui.) (学者:彭锐) | Xiao, Hui (Xiao, Hui.) | Guo, Jianjun (Guo, Jianjun.) | Lin, Chen (Lin, Chen.)

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EI SCIE

摘要:

Distributed data storage systems are widely used to store data with the development of big data and cloud computing. Due to the complicated network environment, the data may risk being destroyed or stolen by an intentional hacker. In order to mitigate the risk of data destruction and data theft, this paper studies the joint optimization of data parts allocation and computers protections to defense a distributed data storage system in order to maximize the system reliability. The whole data is divided into multiple data parts, where copies of each part can be made and allocated onto different computers. Two different cases are considered, where all data parts on a computer will be destroyed in the first case and all data parts on a computer will not only be destroyed but also stolen in the second case, if the computer is intruded by the hacker. The system is reliable if the defender still has all data parts and the hacker does not obtain all data parts. For both cases, the system reliability is evaluated by extending the universal generating function technique. Numerical examples are carried out to illustrate the applications.

关键词:

Data security Data survivability Defense and attack Distributed data storage system Generating function Optimization

作者机构:

  • [ 1 ] [Peng, Rui]Beijing Univ Technol, Sch Econ & Management, Beijing 100124, Peoples R China
  • [ 2 ] [Xiao, Hui]Southwestern Univ Finance & Econ, Sch Stat, Chengdu 611130, Sichuan, Peoples R China
  • [ 3 ] [Guo, Jianjun]Southwestern Univ Finance & Econ, Sch Stat, Chengdu 611130, Sichuan, Peoples R China
  • [ 4 ] [Lin, Chen]Southwestern Univ Finance & Econ, Sch Stat, Chengdu 611130, Sichuan, Peoples R China

通讯作者信息:

  • [Lin, Chen]Southwestern Univ Finance & Econ, Sch Stat, Chengdu 611130, Sichuan, Peoples R China

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来源 :

RELIABILITY ENGINEERING & SYSTEM SAFETY

ISSN: 0951-8320

年份: 2020

卷: 197

8 . 1 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:28

JCR分区:1

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 16

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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