Optimized bandwidth allocation for maximizing user's QoE in hybrid cloud P2P content distributi

来源 :The Journal of China Universities of Posts and Telecommunica | 被引量 : 0次 | 上传用户:suals
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Hybrid cloud peer to peer(P2P) system is widely used for content distribution by utilizing user’s capabilities to relieve the cloud bandwidth pressure. However, as demands for large-size files grow rapidly, it is a challenge to support high speed downloading experience simultaneously in different swarms with limited cloud bandwidth resource in such system. Therefore, it requires an optimized cloud bandwidth allocation to improve overall downloading experience of users. In this paper, we propose a system performance model which characterizes the relationship between cloud uploading bandwidth and user download speed. Based on the model, we study the cloud uploading bandwidth allocation, with the goal of optimizing user’s quality of experience(Qo E) that mainly depends on downloading rate of desired contents. Furthermore, to decrease the computation complexity, we put forward a heuristic algorithm to approximate the optimized solution. Simulation results show that our heuristic algorithm can obtain higher user’s Qo E as compared with two typical bandwidth allocation algorithms. However, as demands for large-size files grow rapidly, it is a challenge to support high speed downloading experience simultaneously in different, with a limited cloud bandwidth resource in such system. Therefore, it requires an optimized cloud bandwidth allocation to improve overall downloading experience of users. In this paper, we propose a system performance model which characterizes the relationship between cloud uploading bandwidth and user download speed . Based on the model, we study the cloud uploading bandwidth allocation, with the goal of optimizing user’s quality of experience (Qo E) that mainly depends on downloading rate of desired contents. Furthermore, to decrease the computation complexity, we put forward a heuristic algorithm to approximate the optimized solution. Simulation results show that our heuristic algorithm can obtain higher user’s Qo E as compared with two typical bandwidth allocation algorithms.
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