ZHAO Yuhong, MA Zhonggui, ZHENG Xuefeng, TU Xuyan. An Improved Algorithm of Nonlinear RED Based on Membership Cloud Theory[J]. Chinese Journal of Electronics, 2017, 26(3): 537-543. doi: 10.1049/cje.2017.03.013
Citation: ZHAO Yuhong, MA Zhonggui, ZHENG Xuefeng, TU Xuyan. An Improved Algorithm of Nonlinear RED Based on Membership Cloud Theory[J]. Chinese Journal of Electronics, 2017, 26(3): 537-543. doi: 10.1049/cje.2017.03.013

An Improved Algorithm of Nonlinear RED Based on Membership Cloud Theory

doi: 10.1049/cje.2017.03.013
Funds:  This work is supported by the Natural Science Foundation of Inner Mongolia (No.2016MS0608).
  • Received Date: 2015-11-26
  • Rev Recd Date: 2016-07-11
  • Publish Date: 2017-05-10
  • Concerning on the shortcoming and complexity of Random early detection (RED) algorithm in network congestion control, a new RED algorithm based on the Hemi-Rise Cloud model (CRED) was proposed, nonlinear packet loss strategy was used, and sensitivity and uncertainty of parameters were improved. As a result, queue length could be kept stable in the neighborhood of reference value. Network congestion was well controlled and network resource was used effectively. The stability of the algorithm was studied and the experimental results showed that the proposed algorithm could improve the stability, and had better performance than the RED and Adaptive RED (ARED) algorithms.
  • loading
  • S. Floyd and V. Jacobson, "Random early detection gateways for congestion avoidance", IEEE/ACM Trans. on Networking, Vol.1, No.4, pp.397-413, 1993.
    S. Floyd, R. Gummadi and S. Shenker, "Adaptive RED:All algorithm for increasing the robustness of RED's active queue management", http://www.Icir.org/Floyd/papers/adaptiveRed.pdf, 2001-08.
    W. Feng, D. Kandlur, D. Sahaz, et al., "Blue:A new class of active queue management algorithms", Progress in Human Geography, Vol.18, No.3, pp.298-312, 2000.
    Priya Ranjan, "Nonlinear instabilities in TCP-RED", IEEE/ACM Trans. on Networking, Vol.12, No.6, pp.1079-1092, 2004.
    YANG Xiaoya and HE Wansheng, "Adaptive nonlinear RED algorithm based on routing queue resources", Journal of Computer Applications, Vol.33, No.3, pp.621-624, 666, 2013.
    NIU Yugang, GAN Fenghao and HU Yuan, "Congestion control mechanism in WSN based on compressive sensing", Control and Decision, Vol.30, No.2, pp.246-250, 2015. (in Chinese)
    MEI Ning, XU Xiuli and LIU Xiaoyan, "Fluid model driven by an M/M/1 vacations queue with negative-customer", Journal of Liaoning Technical University (Natural Science), Vol.33, No.1, pp.116-119, 2014. (in Chinese)
    WEI Jianhua, ZHU Lei, ZHANG Weichuan, et al., "Dynaminc per-flow queuing to reduce competitions among large number of flows", Chinese Journal of Electronics, Vol.23, No.4, pp.783-789, 2014.
    HUANG Lei, WU Chunming, JIANG Ming, et al., "REDu:A new active queue management algorithm for detection and punishment of unresponsive flows", Acta Electronic Sinica, Vol.38, No.8, pp.1759-1762, 2010. (in Chinese)
    XU Qin and SUN Jingsheng, "A new active queue management algorithm based on dynamic matrix control", Chinese Journal of Electronics, Vol.5, No.42, pp.833-840, 2014.
    XIAO Yang, QU Guangzhi and Kiseon Kin, "A new diffServ edge router with controlled-UDP", Chinese Journal of Electronics, Vol.24, No.1, pp.176-180, 2015.
    ZHAO Kun, GAO Jianwei, QI Zhiqiang, et al., "Multi-criteria risky-decision-making approach based on prospect theory and cloud model", Control and Decision, Vol.30, No.3, pp.395-400, 2015. (in Chinese)
    WU Aiyan, ZENG Guangping and TU Xuyan, "Research of multi-layer intelligent modeling method", Computer Science, Vol.41, No.3, pp.253-257, 2014. (in Chinese)
    LIU Yu and LI Deyi. "Statistics on atomized features of normal cloud", Journal of Beijing University of Aero, Vol.36, No.11, pp.1320-1324, 2010. (in Chinese)
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (127) PDF downloads(438) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return