Scanning files for signatures with a MapReduce system on cloud computing

Tzu Chi Huang; Kuo Chih Chu; Ce-Kuen Shieh; Chui Ming Chiu; Sheng Wei Huang

doi:10.1109/IS3C.2014.73

Scanning files for signatures with a MapReduce system on cloud computing

Tzu Chi Huang, Kuo Chih Chu, Ce-Kuen Shieh, Chui Ming Chiu, Sheng Wei Huang

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Because malicious code gradually endangers people's life and verifying the harmlessness of a file usually costs many resources, the MapReduce System for Online File Scanning (MRSOFS) is proposed as a solution for combing the online file scanning service and a MapReduce system on cloud computing. In this paper, MRSOFS is introduced, implemented, and evaluated with experiments. In experiments, MRSOFS outperforms the standard case of using a single computer to scan a file for a specific signature in a signature database. MRSOFS is proved to get performance benefits by using a MapReduce system to scan a file for a specific signature, and can be utilized by an online file scanning service against malicious code.

Original language	English
Title of host publication	Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014
Publisher	IEEE Computer Society
Pages	248-251
Number of pages	4
ISBN (Print)	9781479952779
DOIs	https://doi.org/10.1109/IS3C.2014.73
Publication status	Published - 2014 Jan 1
Event	2nd International Symposium on Computer, Consumer and Control, IS3C 2014 - Taichung, Taiwan Duration: 2014 Jun 10 → 2014 Jun 12

Publication series

Name	Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014

Other

Other	2nd International Symposium on Computer, Consumer and Control, IS3C 2014
Country/Territory	Taiwan
City	Taichung
Period	14-06-10 → 14-06-12

All Science Journal Classification (ASJC) codes

Computer Science Applications
Control and Systems Engineering

Access to Document

10.1109/IS3C.2014.73

Cite this

Huang, T. C., Chu, K. C., Shieh, C-K., Chiu, C. M., & Huang, S. W. (2014). Scanning files for signatures with a MapReduce system on cloud computing. In Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014 (pp. 248-251). Article 6845865 (Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014). IEEE Computer Society. https://doi.org/10.1109/IS3C.2014.73

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title = "Scanning files for signatures with a MapReduce system on cloud computing",

abstract = "Because malicious code gradually endangers people's life and verifying the harmlessness of a file usually costs many resources, the MapReduce System for Online File Scanning (MRSOFS) is proposed as a solution for combing the online file scanning service and a MapReduce system on cloud computing. In this paper, MRSOFS is introduced, implemented, and evaluated with experiments. In experiments, MRSOFS outperforms the standard case of using a single computer to scan a file for a specific signature in a signature database. MRSOFS is proved to get performance benefits by using a MapReduce system to scan a file for a specific signature, and can be utilized by an online file scanning service against malicious code.",

author = "Huang, {Tzu Chi} and Chu, {Kuo Chih} and Ce-Kuen Shieh and Chiu, {Chui Ming} and Huang, {Sheng Wei}",

year = "2014",

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doi = "10.1109/IS3C.2014.73",

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booktitle = "Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014",

address = "United States",

note = "2nd International Symposium on Computer, Consumer and Control, IS3C 2014 ; Conference date: 10-06-2014 Through 12-06-2014",

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Huang, TC, Chu, KC, Shieh, C-K, Chiu, CM & Huang, SW 2014, Scanning files for signatures with a MapReduce system on cloud computing. in Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014., 6845865, Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014, IEEE Computer Society, pp. 248-251, 2nd International Symposium on Computer, Consumer and Control, IS3C 2014, Taichung, Taiwan, 14-06-10. https://doi.org/10.1109/IS3C.2014.73

Scanning files for signatures with a MapReduce system on cloud computing. / Huang, Tzu Chi; Chu, Kuo Chih; Shieh, Ce-Kuen et al.
Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014. IEEE Computer Society, 2014. p. 248-251 6845865 (Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Huang TC, Chu KC, Shieh C-K, Chiu CM, Huang SW. Scanning files for signatures with a MapReduce system on cloud computing. In Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014. IEEE Computer Society. 2014. p. 248-251. 6845865. (Proceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014). doi: 10.1109/IS3C.2014.73

Scanning files for signatures with a MapReduce system on cloud computing

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