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Relaying strategy for peer-to-peer content distribution based on genetic algorithm

Relaying strategy for peer-to-peer content distribution based on genetic algorithm
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摘要 This article proposes a cooperative relaying strategy to efficiently utilize the relaying resources of Interact service providers (ISPs), speedup distribution and save server bandwidth costs. ISPs cooperatively relay for each other, and peers assist in distributing and fetching the content as near as possible. Base on the fluid model, a constrained model is derived to get optimized global distribution performance in the channel-based system with limited relaying resources. The multi-objectives of the model are minimizing the average distribution time and the distribution time of the slowest channel. Genetic algorithm (GA) is designed to solve the optimization problem. The relaying strategy based on GA can be run periodically to update the allocation policy of ISPs. The distribution performance of the relaying strategy is analyzed in the experiments and results show that GA can provide proper solutions for various network topologies. This article proposes a cooperative relaying strategy to efficiently utilize the relaying resources of Interact service providers (ISPs), speedup distribution and save server bandwidth costs. ISPs cooperatively relay for each other, and peers assist in distributing and fetching the content as near as possible. Base on the fluid model, a constrained model is derived to get optimized global distribution performance in the channel-based system with limited relaying resources. The multi-objectives of the model are minimizing the average distribution time and the distribution time of the slowest channel. Genetic algorithm (GA) is designed to solve the optimization problem. The relaying strategy based on GA can be run periodically to update the allocation policy of ISPs. The distribution performance of the relaying strategy is analyzed in the experiments and results show that GA can provide proper solutions for various network topologies.
出处 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2010年第2期85-91,共7页 中国邮电高校学报(英文版)
基金 supported by the National Natural Science Foundation of China (60432010, 60872051) the National Basic Research Program of China (2007CB307103)
关键词 content distribution PEER-TO-PEER genetic algorithm cooperative relaying resource allocation content distribution, peer-to-peer, genetic algorithm, cooperative relaying, resource allocation
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参考文献14

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