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作者:

Jia, Heping (Jia, Heping.) | Peng, Rui (Peng, Rui.) (学者:彭锐) | Ding, Yi (Ding, Yi.) | Shao, Changzheng (Shao, Changzheng.)

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摘要:

With the advancement of cloud computing and internet of things, data are usually stored on distributed computers and these data may risk being lost or stolen. In this article, we consider a common case where the entirety of the data is partitioned into several parts and each data part can be allocated to one or more computers. In the case where a computer fails, all the data parts on it are lost. Before the failure of any computer, the data parts may also be stolen by hackers. The basic model of computer failure and computer intrusion resulting in the theft of all the data parts on the computer is considered first. Then, the case is extended to a general model where computer failure, as well as data part corruption and theft caused by hacking are embedded. It is essential to study the reliability of distributed storage systems considering both data loss and data theft, which can be a basis for decision making on system structure optimization. In this article, a multi-valued decision diagram-based approach is developed to quantitatively evaluate system reliability for both models considering the time-dependence property of sequential events. The proposed method is applicable to systems where the random time to failure, theft, or corruption follows arbitrary distributions including the commonly used exponential distributions. Illustrative examples are provided to validate the proposed method.

关键词:

data theft reliability multi-valued decision diagram data corruption Distributed storage systems

作者机构:

  • [ 1 ] [Jia, Heping]North China Elect Power Univ, Sch Econ & Management, Beijing, Peoples R China
  • [ 2 ] [Jia, Heping]Zhejiang Univ, Coll Elect Engn, 38 Zheda Rd, Hangzhou 310027, Zhejiang, Peoples R China
  • [ 3 ] [Ding, Yi]Zhejiang Univ, Coll Elect Engn, 38 Zheda Rd, Hangzhou 310027, Zhejiang, Peoples R China
  • [ 4 ] [Shao, Changzheng]Zhejiang Univ, Coll Elect Engn, 38 Zheda Rd, Hangzhou 310027, Zhejiang, Peoples R China
  • [ 5 ] [Peng, Rui]Beijing Univ Technol, Sch Econ & Management, Beijing, Peoples R China

通讯作者信息:

  • [Ding, Yi]Zhejiang Univ, Coll Elect Engn, 38 Zheda Rd, Hangzhou 310027, Zhejiang, Peoples R China

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来源 :

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY

ISSN: 1748-006X

年份: 2019

期: 2

卷: 234

页码: 303-321

2 . 1 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:136

JCR分区:3

被引次数:

WoS核心集被引频次: 6

SCOPUS被引频次: 7

ESI高被引论文在榜: 0 展开所有

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