Group-based dynamic computational replication mechanism in peer-to-peer grid computing

SungJin Choi, MaengSoon Baik, JoonMin Gil, ChanYeol Park, Soon Young Jung, ChongSun Hwang

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

12 Citations (Scopus)

Abstract

A peer-to-peer grid computing is complicated by heterogeneous capabilities, failures, volatility, and lack of trust because it is based on desktop computers at the edge of the Internet. In order to improve the reliability of computation and gain better performance, a replication mechanism must adapt to these distinct features. In other words, it is required to classify volunteers into groups that have similar properties and then dynamically apply different replication algorithms to each group. However, existing mechanisms do not provide such a replication mechanism on a per group basis. As a result, they cause a high overhead and poor performance. To solve the problems, we propose a new group-based computational replication mechanism to adapt to a unstable, untrusted, dynamic peer-to-peer grid computing environment. Our mechanism can reduce the number of redundancy and therefore complete many tasks by adaptively replicating computations on the basis of the properties of volunteer group such as availability, credibility, and volunteering service time.

Original languageEnglish
Title of host publicationSixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06
Publication statusPublished - 2006 Nov 22
Event6th IEEE International Symposium on Cluster Computing and the Grid, 2006. CCGRID 06 - , Singapore
Duration: 2006 May 162006 May 19

Other

Other6th IEEE International Symposium on Cluster Computing and the Grid, 2006. CCGRID 06
CountrySingapore
Period06/5/1606/5/19

Fingerprint

Grid computing
Personal computers
Redundancy
Availability
Internet

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Choi, S., Baik, M., Gil, J., Park, C., Jung, S. Y., & Hwang, C. (2006). Group-based dynamic computational replication mechanism in peer-to-peer grid computing. In Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06 [1630902]

Group-based dynamic computational replication mechanism in peer-to-peer grid computing. / Choi, SungJin; Baik, MaengSoon; Gil, JoonMin; Park, ChanYeol; Jung, Soon Young; Hwang, ChongSun.

Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06. 2006. 1630902.

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

Choi, S, Baik, M, Gil, J, Park, C, Jung, SY & Hwang, C 2006, Group-based dynamic computational replication mechanism in peer-to-peer grid computing. in Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06., 1630902, 6th IEEE International Symposium on Cluster Computing and the Grid, 2006. CCGRID 06, Singapore, 06/5/16.
Choi S, Baik M, Gil J, Park C, Jung SY, Hwang C. Group-based dynamic computational replication mechanism in peer-to-peer grid computing. In Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06. 2006. 1630902
Choi, SungJin ; Baik, MaengSoon ; Gil, JoonMin ; Park, ChanYeol ; Jung, Soon Young ; Hwang, ChongSun. / Group-based dynamic computational replication mechanism in peer-to-peer grid computing. Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06. 2006.
@inproceedings{b85f901d5b5d46c5984026b8f3f0a8e2,
title = "Group-based dynamic computational replication mechanism in peer-to-peer grid computing",
abstract = "A peer-to-peer grid computing is complicated by heterogeneous capabilities, failures, volatility, and lack of trust because it is based on desktop computers at the edge of the Internet. In order to improve the reliability of computation and gain better performance, a replication mechanism must adapt to these distinct features. In other words, it is required to classify volunteers into groups that have similar properties and then dynamically apply different replication algorithms to each group. However, existing mechanisms do not provide such a replication mechanism on a per group basis. As a result, they cause a high overhead and poor performance. To solve the problems, we propose a new group-based computational replication mechanism to adapt to a unstable, untrusted, dynamic peer-to-peer grid computing environment. Our mechanism can reduce the number of redundancy and therefore complete many tasks by adaptively replicating computations on the basis of the properties of volunteer group such as availability, credibility, and volunteering service time.",
author = "SungJin Choi and MaengSoon Baik and JoonMin Gil and ChanYeol Park and Jung, {Soon Young} and ChongSun Hwang",
year = "2006",
month = "11",
day = "22",
language = "English",
isbn = "0769525857",
booktitle = "Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06",

}

TY - GEN

T1 - Group-based dynamic computational replication mechanism in peer-to-peer grid computing

AU - Choi, SungJin

AU - Baik, MaengSoon

AU - Gil, JoonMin

AU - Park, ChanYeol

AU - Jung, Soon Young

AU - Hwang, ChongSun

PY - 2006/11/22

Y1 - 2006/11/22

N2 - A peer-to-peer grid computing is complicated by heterogeneous capabilities, failures, volatility, and lack of trust because it is based on desktop computers at the edge of the Internet. In order to improve the reliability of computation and gain better performance, a replication mechanism must adapt to these distinct features. In other words, it is required to classify volunteers into groups that have similar properties and then dynamically apply different replication algorithms to each group. However, existing mechanisms do not provide such a replication mechanism on a per group basis. As a result, they cause a high overhead and poor performance. To solve the problems, we propose a new group-based computational replication mechanism to adapt to a unstable, untrusted, dynamic peer-to-peer grid computing environment. Our mechanism can reduce the number of redundancy and therefore complete many tasks by adaptively replicating computations on the basis of the properties of volunteer group such as availability, credibility, and volunteering service time.

AB - A peer-to-peer grid computing is complicated by heterogeneous capabilities, failures, volatility, and lack of trust because it is based on desktop computers at the edge of the Internet. In order to improve the reliability of computation and gain better performance, a replication mechanism must adapt to these distinct features. In other words, it is required to classify volunteers into groups that have similar properties and then dynamically apply different replication algorithms to each group. However, existing mechanisms do not provide such a replication mechanism on a per group basis. As a result, they cause a high overhead and poor performance. To solve the problems, we propose a new group-based computational replication mechanism to adapt to a unstable, untrusted, dynamic peer-to-peer grid computing environment. Our mechanism can reduce the number of redundancy and therefore complete many tasks by adaptively replicating computations on the basis of the properties of volunteer group such as availability, credibility, and volunteering service time.

UR - http://www.scopus.com/inward/record.url?scp=37649031122&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=37649031122&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:37649031122

SN - 0769525857

SN - 9780769525853

BT - Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06

ER -