Investigating Parallelization of Cross-language Plagiarism Detection System Using the Winnowing Algorithm in Cloud Based Implementation

Anak Agung Putri Ratna, F. Astha Ekadiyanto, Ihsan Ibrahim, DIyanatul Husna, Fathimah Rahimullah

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The computational performance of cross-language plagiarism detection system using winnowing algorithm developed at the Electrical Engineering Department, Universitas Indonesia became an issue for real world application. This research is investigating the parallelization of such system implemented on a lab-scale multicore based private cloud platform using OpenStack. Parallelization was done on the portion of the program where the paragraphs of reference documents are processed. The result of execution time of the overall parallelized computation was able to reach speed up of 1.07 to 3.52 times compared to the execution time of the original serial computation.

Original languageEnglish
Title of host publication2019 IEEE 10th International Conference on Awareness Science and Technology, iCAST 2019 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781728138213
DOIs
Publication statusPublished - Oct 2019
Event10th IEEE International Conference on Awareness Science and Technology, iCAST 2019 - Morioka, Japan
Duration: 23 Oct 201925 Oct 2019

Publication series

Name2019 IEEE 10th International Conference on Awareness Science and Technology, iCAST 2019 - Proceedings

Conference

Conference10th IEEE International Conference on Awareness Science and Technology, iCAST 2019
CountryJapan
CityMorioka
Period23/10/1925/10/19

Keywords

  • cloud computing
  • cross language plagiarism detection
  • parallelization
  • winnowing algorithm

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    Putri Ratna, A. A., Astha Ekadiyanto, F., Ibrahim, I., Husna, DI., & Rahimullah, F. (2019). Investigating Parallelization of Cross-language Plagiarism Detection System Using the Winnowing Algorithm in Cloud Based Implementation. In 2019 IEEE 10th International Conference on Awareness Science and Technology, iCAST 2019 - Proceedings [8923539] (2019 IEEE 10th International Conference on Awareness Science and Technology, iCAST 2019 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICAwST.2019.8923539