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Pre-allocation based flash crowd mitigation algorithm for large-scale content delivery system

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Abstract

A burst of requests may starve the upload capacity of server and degrade the Quality of Service (QoS) when a popular or time-critical content is released in content delivery system. With an enormous volume of popular content available in the network, as well as the growing size of online users, the previous improvement of download protocol is far from enough to handle the flash crowd in large-scale system. In this paper, a novel flash crowd mitigation algorithm called Peer Assisted Pre-allocation (PAPA) is proposed from a new perspective, in which “proactive” strategies are provided to handle sudden workload of the system. Through numerical simulation and practical experiment in download platform of Tencent, it is proved that benefited from the collaboration of servers and helpers, PAPA is able to save the peak server bandwidth by over 30 % and thus greatly reduce the operating costs of system.

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Acknowledgments

This work was supported in part by the National Science Foundation of China under Grant No. 61271199 and the Fundamental Research Funds in Beijing Jiaotong University under Grant No. W11JB00630.

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Authors and Affiliations

  1. Network and Information Security Research Department, Electronic Technology Information Research Institute, MIIT, No. 35, Lugu Road, Shijingshan District, Beijing, 100040, China

    Dan Huang

  2. Technology Innovation Center, China Telecom, East Place, Tianyin Building A, Xicheng District, Beijing, 100031, China

    Min Zhang

  3. Network Technology Research Institute, China United Network Communications Corporation Limited, No. 9, Shouti Nanlu, Haidian District, Beijing, 100048, China

    Yi Zheng

  4. School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, China

    Changjia Chen

  5. Tencent Research, Shanghai, China

    Yan Huang

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  1. Dan Huang
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  2. Min Zhang
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  3. Yi Zheng
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  5. Yan Huang
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Corresponding author

Correspondence to Dan Huang.

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Huang, D., Zhang, M., Zheng, Y. et al. Pre-allocation based flash crowd mitigation algorithm for large-scale content delivery system. Peer-to-Peer Netw. Appl. 8, 493–500 (2015). https://doi.org/10.1007/s12083-014-0272-4

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  • DOI: https://doi.org/10.1007/s12083-014-0272-4

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