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Conference Paper Towards Self-Organized Load Distribution over Chaotic Resources
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Authors
Yong-Hyuk Moon, Yong-Ju Lee
Issue Date
2019-12
Citation
International Conference on Big Data Computing, Applications and Technologies (BDCAT) 2019, pp.131-132
Language
English
Type
Conference Paper
DOI
https://dx.doi.org/10.1145/3368235.3369366
Abstract
This paper addresses a question of whether resources suffering nonlinear fluctuations can maintain their stability as a system expands for computing tasks in a distributed manner. To this end, we suggest that by evolving individual resources following the self-organized criticality of sandpile model, the whole load distribution system can reach a stable state after a small but extremely local overhead occurs, leading to lots of avalanches. The proposed load balancing approach is evaluated in terms of latency minimization.