Self-gridron: Reliable, autonomous, and fully decentralized desktop grid computing system Based on neural overlay network

Eunjoung Byun, Hongsoo Kim, Sungjin Choi, Sang-Geun Lee, Young S. Han, Joonmin Gil, Soon Young Jung

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

5 Citations (Scopus)

Abstract

Although desktop Grid computing has been regarded as a cost-efficient computing paradigm, the system has suffered from scalability issues caused by its centralized structure. In addition, resource volatility generates system instability and performance deterioration. However, regarding the provision of a reliable and stable execution environment, resource management becomes more intricate when the system is constructed in a fully decentralized fashion without a central server. Scaling the system numerically and geographically is necessary for autonomous network organization, facile adaptation to execution failure and dynamic self-management of volatile resources. In order to develop a fully decentralized desktop Grid computing system securely, we propose an autonomous desktop Grid computing system, Self-Gridron based on a neural overlay network. Self- Gridron supports reliable, autonomous, and cost-effective scheduling which includes eligible resource classification and job management (i.e. allocation, replication, and reassignment). Furthermore, Self-Gridron provides sovereign learning with error correction) and evolves adaptively by itself to system changes or failure on the fly while improving performance.

Original languageEnglish
Title of host publicationProceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008
Pages569-575
Number of pages7
Publication statusPublished - 2008
Event2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008 - Las Vegas, NV, United States
Duration: 2008 Jul 142008 Jul 17

Publication series

NameProceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008

Other

Other2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008
CountryUnited States
CityLas Vegas, NV
Period08/7/1408/7/17

Keywords

  • Autonomy
  • Availability
  • Credibility
  • Desktop grid computing
  • Neural network
  • Overlay network
  • Resource management
  • Volatility

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Hardware and Architecture
  • Electrical and Electronic Engineering

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  • Cite this

    Byun, E., Kim, H., Choi, S., Lee, S-G., Han, Y. S., Gil, J., & Jung, S. Y. (2008). Self-gridron: Reliable, autonomous, and fully decentralized desktop grid computing system Based on neural overlay network. In Proceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008 (pp. 569-575). (Proceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008).