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Volume 41 Issue 4
Mar.  2019
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Hong TANG, Xinxin WANG, Yixing LIU. A Traffic Scheduling Algorithm for Bandwidth Fragmentation Minimization and QoS Guarantee in Data Center Network[J]. Journal of Electronics & Information Technology, 2019, 41(4): 987-994. doi: 10.11999/JEIT180466
Citation: Hong TANG, Xinxin WANG, Yixing LIU. A Traffic Scheduling Algorithm for Bandwidth Fragmentation Minimization and QoS Guarantee in Data Center Network[J]. Journal of Electronics & Information Technology, 2019, 41(4): 987-994. doi: 10.11999/JEIT180466

A Traffic Scheduling Algorithm for Bandwidth Fragmentation Minimization and QoS Guarantee in Data Center Network

doi: 10.11999/JEIT180466
Funds:  The Changjiang Scholars and Innovative Research Team Program in University (IRT_16R72)
  • Received Date: 2018-05-16
  • Rev Recd Date: 2018-11-16
  • Available Online: 2018-12-04
  • Publish Date: 2019-04-01
  • With the rapid growth of Data Center Network (DCN) traffic, how to improve the performance and service quality of data center network become a research hotspot. However, when the network load increases, the existing traffic scheduling algorithm on the one hand may cause bandwidth fragmentation results in the network throughput decrease, on the other hand, it neglects the traffic application requirements to lead to poor QoS. Therefore, a dynamic traffic scheduling algorithm for bandwidth fragmentation minimization and QoS guarantee is proposed. The algorithm takes into account the different requirements of the bandwidth-sensitive large flows, and delay sensitive and packet-loss sensitive small flows. Firstly, the shortest path set is established according to the source address and destination address of the to-be-scheduled flow. Secondly, all the paths that satisfy the bandwidth requirement of the to-be-scheduled flow are selected. Then, the weight function is established for each path according to the free bandwidth of the path and the application requirements of the small flow. Finally, the forwarding path is selected based on the weight function value by roulette algorithm. The network simulation results show that when the network load increases, the proposed algorithm reduces the packet loss rate and delay of small flows, and improves the network throughput compared with other algorithms.

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  • GAO Yongqiang and WU Yonghao. Profit-aware workload management for geo-distributed data centers[C]. International Conference on Parallel and Distributed Computing, Applications and Technologies, Taipei, China, 2017: 60–66.
    MRUDUAL S and SWAPNASUDHA K. A dynamic and energy efficient greedy scheduling algorithm for cloud Data Centers[C]. IEEE International Conference on Cloud Computiong in Emerging Markets, Bangalore, India, 2017: 1–3.
    SONG Ziyan and ZHANG Ting. START: Sensible traffic scheduling in dynamic data center networks[C]. IEEE International Performance Computing and Communications Conference, San Diego, USA, 2017: 1–8.
    ZHANG Hailong and GUO Xiao. SDN-based ECMP algorithm for data center networks[C] Computing, Communications and IT Applications Conference, Beingjing, China, 2015: 13–18.
    LI Cong and WU Yonghao. Strategy of data manage center network traffic scheduling based on SDN[C]. International Conference on Intelligent Transportation, Big Data & Smart City, Changsha, China, 2016: 29–34.
    LIU Jing and LI Jie. SDN based load balancing mechanism for elephant flow in data center networks[C]. International Symposium on Wireless Personal Multimedia Communications, Sydney, Australia, 2015: 486–490.
    ALFARES M, RADHAKRISHNAN S, RAGHAVAN B, et al. Hedera: Dynamic flow scheduling for data center networks[C]. NSDI’10 Proceedings of the 7th Usenix Symposium on Networked Systems Design and Implementation, San Jose, USA, 2010: 19.
    CURTIS A, KIM W, and YALAGANDULA P. Mahout: Low-overhead datacenter traffic management using end-host-based elephant detection[C] IEEE INFOCOM, Shanghai, China, 2011: 1629–1637.
    李龙, 付斌章, 陈明宇. Nimble: 一种适用于OpenFlow网络的快速流调度策略[J]. 计算机学报, 2015, 38(5): 1056–1068 doi: 10.3724/SP.J.1016.2015.01056

    LIN Long, FU Zhangshou, and CHEN Mingyu. Nimble: A fast flow scheduling strategy for OpenFlow networks[J]. Journal of Computer, 2015, 38(5): 1056–1068 doi: 10.3724/SP.J.1016.2015.01056
    陈琳, 张富强. 面向SDN数据中心网络最大概率路径流量调度算法[J]. 软件学报, 2016, 27(2): 254–260

    CHEN Lin and ZHANG Fuqiang. Maximum probability path scheduling algorithm for elephant flow in data center networks based on SDN[J]. Journal of Software, 2016, 27(2): 254–260
    段洁, 高江明, 程克非, 等. 基于流类型的SDN数据平面故障恢复算法[J]. 重庆邮电大学学报(自然科学版), 2018, 30(1): 134–140 doi: 10.3979/j.issn.1673-825X.2018.01.017

    DUAN Jie, GAO Jiangming, CHENG Kefei, et al. Failure recovery algorithm based on flow type in SDN data plane[J]. Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition), 2018, 30(1): 134–140 doi: 10.3979/j.issn.1673-825X.2018.01.017
    左青云, 陈鸣, 赵广松, 等. 基于OpenFlow的SDN技术研究[J]. 软件学报, 2013, 24(5): 1078–1097 doi: 10.3724/SP.J.1001.2013.04390

    ZUO Qingyun, CHEN Ming, ZHAO Guangsong, et al. Research on OpenFlow-based SDN technologies[J]. Journal of Software, 2013, 24(5): 1078–1097 doi: 10.3724/SP.J.1001.2013.04390
    SONG Tao, LIU Yuchen, WANG Yiding, et al. Ashman: A bandwidth fragmentation-based dynamic flow scheduling for data center networks[J]. Computer Journal, 2017, 60(10): 1498–1509 doi: 10.1093/comjnl/bxx042
    林智华, 高文, 吴春明, 等. 基于离散粒子群算法的数据中心网络流量调度研究[J]. 电子学报, 2016, 44(9): 2197–2202 doi: 10.3969/j.issn.0372-2112.2016.09.026

    LIN Zhihua, GAO Wen, WU Chunming, et al. Data center network flow scheduling based on DPSO algorithm[J]. Acta Electronica Sinica, 2016, 44(9): 2197–2202 doi: 10.3969/j.issn.0372-2112.2016.09.026
    VAHADAT A, AlFARES M, and LOUKISSAS A. Scalable commodity data center network architecture[P]. USA Patent, US8483096, 2013.
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