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
    Country/TerritoryUnited 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

    Fingerprint

    Dive into the research topics of 'Self-gridron: Reliable, autonomous, and fully decentralized desktop grid computing system Based on neural overlay network'. Together they form a unique fingerprint.

    Cite this