高级搜索

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

基于在线双向拍卖的虚拟网络切片资源调度机制

陈前斌 施颖洁 杨希希 唐伦

陈前斌, 施颖洁, 杨希希, 唐伦. 基于在线双向拍卖的虚拟网络切片资源调度机制[J]. 电子与信息学报, 2018, 40(7): 1738-1744. doi: 10.11999/JEIT170902
引用本文: 陈前斌, 施颖洁, 杨希希, 唐伦. 基于在线双向拍卖的虚拟网络切片资源调度机制[J]. 电子与信息学报, 2018, 40(7): 1738-1744. doi: 10.11999/JEIT170902
CHEN Qianbin, SHI Yingjie, YANG Xixi, TANG Lun. Resource Scheduling Mechanism for Virtual Network Slice Based on Online Double Auction[J]. Journal of Electronics & Information Technology, 2018, 40(7): 1738-1744. doi: 10.11999/JEIT170902
Citation: CHEN Qianbin, SHI Yingjie, YANG Xixi, TANG Lun. Resource Scheduling Mechanism for Virtual Network Slice Based on Online Double Auction[J]. Journal of Electronics & Information Technology, 2018, 40(7): 1738-1744. doi: 10.11999/JEIT170902

基于在线双向拍卖的虚拟网络切片资源调度机制

doi: 10.11999/JEIT170902
基金项目: 

国家自然科学基金(61571073)

详细信息
    作者简介:

    陈前斌: 男,1967年生,教授,博士生导师,主要研究方向为个人通信、下一代移动通信网络、异构蜂窝网络等. 施颖洁: 女,1993年生,硕士生,研究方向为虚拟资源分配. 杨希希: 女,1992年生,硕士生,研究方向为网络虚拟化. 唐 伦: 男,1973年生,教授,研究方向为新一代无线通信网络、异构蜂窝网络、软件定义无线网络等.

  • 中图分类号: TN929.5

Resource Scheduling Mechanism for Virtual Network Slice Based on Online Double Auction

Funds: 

The National Natural Science Foundation of China (61571073)

  • 摘要: 为解决 5G网络切片间资源分配的问题,该文提出一种基于在线双向拍卖 (ODA)的资源调度机制。该机制首先针对不同的业务需求和业务收益确定网络切片的优先级和单位资源报价;其次明确最大化网络收益的目标建立线下单向拍卖模型;进一步,考虑资源的动态分配和回收利用,提出价格更新算法实时更新资源价格;最后,综合线下单向拍卖机制和价格动态变化机制建立在线双向拍卖模型,为切片动态分配资源。仿真结果表明,该机制在提高网络收益的同时可以保证各切片用户的QoS需求。
  • N ALLIANCE. NGMN 5G White Paper[OL]. https:// www.ngmn.org/fileadmin/ngmn/content/downloads/Technical/2015/NGMN_5G_White_Paper_V1_0.pdf, 2015
    [2] WAN NSFWA, ZHANG X, and NAKHAI M R. Sparse beamforming for real-time resource management and energy trading in Green C-RAN[J]. IEEE Transactions on Smart Grid, 2017, 8(4): 2022-2031. doi: 10.1109/TSG.2016. 2601718.
    [3] CHEN J L, MA Y W, KUO H Y, et al. Software-defined network virtualization platform for enterprise network resource management[J]. IEEE Transactions on Emerging Topics in Computing, 2016, 4(2): 179-186. doi: 10.1109/ TETC.2015.2478757.
    [4] PINGZHI F, JING Z, and CHIH-LIN I. 5G high mobility wireless communications: challenges and solutions[J]. China Communications, 2017, 13(Suppl.2): 1-13. doi: 10.1109/CC.2016.7833456.
    [5] WANG X, CHE H, LI K, et al. An intelligent economic approach for dynamic resource allocation in cloud services[J]. IEEE Transactions on Cloud Computing, 2015, 3(3): 275-289. doi: 10.1109/TCC.2015.2415776.
    [6] LOLOS K, KONSTANTINOU I, KANTERE V, et al. Adaptive state space partitioning of markov decision processes for elastic resource management[C]. 2017 IEEE 33rd International Conference on Data Engineering (ICDE), San Diego, USA, 2017: 191-194. doi: 10.1109/ICDE.2017.72.
    [7] YAN Y, SI P, and ZHANG Y. B-CaB: Optimizing the SP,s bidding for cache and band resources in virtualized wireless networks[C]. International Conference on Network and Information Systems for Computers (ICNISC), Wuhan, China, 2016: 17-22. doi: 10.1109/ICNISC.2016.014.
    [8] MASHAYEKHY L, NEJAD M M, and GROSU D. Physical machine resource management in clouds: A mechanism design approach[J]. IEEE Transactions on Cloud Computing, 2015, 3(3): 247-260. doi: 10.1109/TCC.2014.2369419.
    [9] SEMASINGHE P, MAGHSUDI S, and HOSSAIN E. Game theoretic mechanisms for resource management in massive wireless IoT systems[J]. IEEE Communications Magazine, 2017, 55(2): 121-127. doi: 10.1109/MCOM.2017.1600568CM.
    [10] KAMEL M I, LONG B L, et al. LTE wireless network virtualization: dynamic slicing via flexible scheduling[C]. IEEE Vehicular Technology Conference, Vancouver, Canada. 2014: 1-5. doi: 10.1109/VTCFall.2014.6966044.
    [11] SCIANCALEPORE V, SAMDANIS K, COSTA-PEREZ X, et al. Mobile traffic forecasting for maximizing 5G network slicing resource utilization[C]. IEEE Conference on Computer Communications, Atlanta, USA, 2017: 1-9. doi: 10.1109/INF OCOM.2017.8057230.
    [12] ZHU K and HOSSAIN E. Virtualization of 5G cellular networks as a hierarchical combinatorial auction[J]. IEEE Transactions on Mobile Computing, 2016, 15(10): 2640-2654. doi: 10.1109/TMC.2015.2506578.
  • 加载中
计量
  • 文章访问数:  1174
  • HTML全文浏览量:  189
  • PDF下载量:  64
  • 被引次数: 0
出版历程
  • 收稿日期:  2017-09-22
  • 修回日期:  2018-03-23
  • 刊出日期:  2018-07-19

目录

    /

    返回文章
    返回