An implementation of credibility-based job scheduling method in volunteer computing systems

Shun Ichiro Tani, Yasuyuki Nogami, Masaru Fukushi

研究成果

抄録

This paper addresses a job scheduling problem in Volunteer Computing (VC) systems, where some malicious participant may return incorrect results (sabotaging). Credibility-based job scheduling method, namely ENR-ECJ, is a promising approach to realize high-performance and sabotage-tolerant VC systems based on the credibility of each participant (worker). However, managing the credibility values in the management node may cause considerable performance degradation of whole the system. By implementing ENR-ECJ into a small scale VC system, this paper demonstrates the primacy of ENR-ECJ over existing methods and reveals its condition through the performance evaluation for various number of workers. The results show that ENR-EJC improves the overall performance about 10% when the access frequency of workers is less than 2 per second.

本文言語English
ホスト出版物のタイトル2015 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015
出版社Institute of Electrical and Electronics Engineers Inc.
ページ37-38
ページ数2
ISBN(印刷版)9781479987443
DOI
出版ステータスPublished - 8月 20 2015
イベント2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015 - Taipei
継続期間: 6月 6 20156月 8 2015

Other

Other2nd IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2015
国/地域Taiwan, Province of China
CityTaipei
Period6/6/156/8/15

ASJC Scopus subject areas

  • 人工知能
  • コンピュータ ネットワークおよび通信
  • 電子工学および電気工学
  • 器械工学
  • メディア記述

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