Conference paper
Intelligent object locality naming model in an object-based distributed system for engineering applications
IEEE
2007 International Conference on Machine Learning and Cybernetics (Hong Kong, 19/08/2007–22/08/2007)
2007
Abstract
Complex engineering applications demand powerful computing resources. An object based distributed system is suitable for such applications due to the inherent parallelism nature in the object based computing model. As the model is based on message passing, which in turns relies on location transparent object names, an efficient name translation system is therefore required to map the object names to the corresponding physical addresses dynamically. In this paper, we propose a heuristic distributed search algorithm, the hierarchy random walker (HRW), to take advantage of the locality of object communications thereby increasing the overall system performance. Analysis of the simulation results from a number of benchmark programs have demonstrated that the benefits of the proposed algorithm are in terms of flexibility and efficient to locate the most used objects. The approach will be applied to intelligent techniques for engineering problems.
Details
- Title
- Intelligent object locality naming model in an object-based distributed system for engineering applications
- Authors/Creators
- C.C. Fung (Author/Creator) - Murdoch UniversityJ.B. Li (Author/Creator) - Murdoch UniversityA. Depickere (Author/Creator) - Murdoch University
- Conference
- 2007 International Conference on Machine Learning and Cybernetics (Hong Kong, 19/08/2007–22/08/2007)
- Publisher
- IEEE
- Identifiers
- 991005542382407891
- Copyright
- © 2007 IEEE
- Murdoch Affiliation
- School of Information Technology
- Language
- English
- Resource Type
- Conference paper
- Note
- Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
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