JIPS (한국정보처리학회)
Current Result Document : 3 / 3
| 한글제목(Korean Title) |
A Security Protection Framework for Cloud Computing |
| 영문제목(English Title) |
A Security Protection Framework for Cloud Computing |
| 저자(Author) |
Wenzheng Zhu
Changhoon Lee
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| 원문수록처(Citation) |
VOL 12 NO. 03 PP. 0538 ~ 0547 (2016. 09) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
Cloud computing is a new style of computing in which dynamically scalable and reconfigurable resources are provided as a service over the internet. The MapReduce framework is currently the most dominant programming model in cloud computing. It is necessary to protect the integrity of MapReduce data processing services. Malicious workers, who can be divided into collusive workers and non-collusive workers, try to generate bad results in order to attack the cloud computing. So, figuring out how to efficiently detect the malicious workers has been very important, as existing solutions are not effective enough in defeating malicious behavior. In this paper, we propose a security protection framework to detect the malicious workers and ensure computation integrity in the map phase of MapReduce. Our simulation results show that our proposed security protection framework can efficiently detect both collusive and non-collusive workers and guarantee high computation accuracy.
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| 키워드(Keyword) |
Cloud Computing
Collusive Worker
Malicious Worker
MapReduce
Non-collusive Worker
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| 파일첨부 |
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