@inproceedings{1e58b6355b95498e975025d0e6f90f5d,
title = "Self-gridron: Reliable, autonomous, and fully decentralized desktop grid computing system Based on neural overlay network",
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.",
keywords = "Autonomy, Availability, Credibility, Desktop grid computing, Neural network, Overlay network, Resource management, Volatility",
author = "Eunjoung Byun and Hongsoo Kim and Sungjin Choi and Sang-Geun Lee and Han, {Young S.} and Joonmin Gil and Jung, {Soon Young}",
year = "2008",
language = "English",
isbn = "1601320841",
series = "Proceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008",
pages = "569--575",
booktitle = "Proceedings of the 2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008",
note = "2008 International Conference on Parallel and Distributed Processing Techniques and Applications, PDPTA 2008 ; Conference date: 14-07-2008 Through 17-07-2008",
}