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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
- 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.
- KSP Keywords
- Balancing approach, Distribution System, Latency minimization, Load Distribution, Load balancing, Self-Organized Criticality, distributed manner, sandpile model, stable state