基于SDN框架的网络资源定价策略

doi:10.11959/j.issn.1000-0801.2018173

Abstract

Abstract:

A network resource pricing strategy based on SDN framework was proposed to solve the problem of resource overload and network congestion caused by resource requests in the network.Firstly,the user’s needs and consumption patterns were analyzed,and the resource transaction model was determined.Secondly,combined with the spot consumption model and plan consumption,the reservation mechanism under the resource dynamic pricing strategy model was determined.Finally,according to the proposed resource pricing strategy,the resource price was simulated,the results show that by stimulating the user to reserve resources in advance and combining the trust degree and consumption habits of each user with corresponding preferential prices,it is possible to effectively avoid the users from obtaining network resources in a centralized manner.

Key words: software defined networking, network resource, user requirement, pricing strategy

Bin ZHUGE,Yihang QI,Hanwen FU,Weiming WANG. Network resource pricing strategy based on SDN framework[J]. Telecommunications Science, 2018, 34(7): 49-61.

Figures/Tables 9

References 31

[1]	ALLENOTOR D , THULASIRAM R K . Integrating a financial option based model with GridSim for pricing Grid resources[R]. 2009.
[2]	软件定义网络SDN的现状以及发展趋势[R]. 2015.The current situation and development trend of software-defined network SDN[R]. 2015.
[3]	邬江兴 .未来网络之憧憬——情景网络[R]. 2015. WU J X . the future of the internet——context network[R]. 2015.
[4]	梁宁宁, 兰巨龙, 张震 . 基于拓扑感知的可重构服务承载网动态重构算法[J]. 通信学报, 2016,37(2): 72-79. LIANG N N , LAN J L , ZHANG Z . Dynamic reconfiguration algorithm for reconfigurable service bearer networks based on topology awareness[J]. Journal on Communications, 2016,37(2): 72-79.
[5]	WANG W , OGAWA K , HALEPLIDIS E ,et al. Interoperability report for forwarding and control element separation (ForCES):RFC 6984[S]. 2013.
[6]	陈文龙, 徐明伟, 徐恪 . 可重构集群路由器并行路由分发模型[J]. 通信学报, 2012,33(6): 118-124. CHEN W L , XU M W , XU K . Parallel routing distribution model for reconfigurable cluster routers[J]. Journal on Communications, 2012,33(6): 118-124.
[7]	王力, 赵季红, 曲桦 ,等. 软件定义承载网中基于负载均衡的虚拟网络资源分配算法[J]. 电信科学, 2015,31(11): 32-38. WANG L , ZHAO J H , QU H ,et al. Load balance based virtual network resource allocation algorithm in software-defined bearer network[J]. Telecommunications Science, 2015,31(11): 32-38.
[8]	宫法明, 李世宝, 刘建航 . 基于SDN的动态资源分配算法[J]. 吉林大学学报:理学版, 2015(6): 1236-1240. GONG F M , LI S B , LIU J H . Dynamic resource allocation algorithm based on SDN[J]. Journal of Jilin University:Science Edition, 2015(6): 1236-1240.
[9]	ORO S D , GALLUCCIO L , MERTIKOPOULOS P ,et al. Auction-based resource allocation in Openflow multi-tenant networks[J]. Computer Networks, 2017(115): 29-41.
[10]	许志凯, 张宏莉, 余翔湛 ,等. 基于组合双向拍卖的物联网搜索任务分配机制[J]. 通信学报, 2015,36(12): 47-56. XU Z K , ZHANG H L , YU X Z ,et al. An IoT search task assignment mechanism based on combined double auctions[J]. Journal on Communications, 2015,36(12): 47-56.
[11]	PASCOAL C , OLIVEIRA M R D , RUI V ,et al. Robust feature selection and robust PCA for internet traffic anomaly detection[C]// INFOCOM,March 25-30,2012,Orlando,FL,USA. Piscataway:IEEE Press, 2012: 1755-1763.
[12]	MANTERE M , SAILIO M , NOPONEN S . Network traffic features for anomaly detection in specific industrial control system network[J]. Future Internet, 2013,5(4): 460-473.
[13]	丁丁, 罗四维, 艾丽华 . 基于双向拍卖的适应性云计算资源分配机制[J]. 通信学报, 2012,33(Z1): 132-140. DING D , LUO S W , AI L H . Adaptive cloud computing resource allocation mechanism based on double auctions[J]. Journal on Communications, 2012,33(Z1): 132-140.
[14]	殷波, 张云勇, 王志军 ,等. 基于弹性资源调整的云计算资源分配方法[J]. 通信学报, 2014,35(Z2): 184-190. YIN B , ZHANG Y Y , WANG Z J ,et al. Cloud computing resource allocation method based on elastic resource adjustment[J]. Journal on Communications, 2014,35(Z2): 184-190.
[15]	许力, 曾智斌, 姚川 . 云计算环境中虚拟资源分配优化策略研究[J]. 通信学报, 2012,33(Z1): 9-16. XU L , ZENG Z B , YAO C . Research on virtual resource allocation optimization strategy in cloud computing environment[J]. Journal on Communications, 2012,33(Z1): 9-16.
[16]	ZAHEER F E , XIAO J , BOUTABA R . Multi-provider service negotiation and contracting in network virtualization[J]. Network Operations ＆ Management Symposium IEEE, 2010: 471-478.
[17]	丛鑫, 訾玲玲, 孙劲光 . 基于可信拍卖机制的视频移植定价策略[J]. 通信学报, 2016,37(4): 53-63. CONG X , ZI L L , SUN J G . Video migration pricing strategy based on trusted auction mechanism[J]. Journal on Communications, 2016,37(4): 53-63.
[18]	薛辉 . 基于组合双向拍卖理论的云计算资源定价研究[D]. 北京:北京邮电大学, 2015. XUE H . Research on cloud computing resource pricing based on combined double auction theory[D]. Beijing:Beijing University of Posts and Telecommunications, 2015.
[19]	王兴伟, 王学毅, 黄敏 . 云计算环境下一种基于双向拍卖的资源分配模型[J]. 小型微型计算机系统, 2013,34(2): 309-316. WANG X W , WANG X Y , HUANG M . A resource allocation model based on double auction in cloud computing environment[J]. Journal of Chinese Computer Systems, 2013,34(2): 309-316.
[20]	王波 . 基于古诺均衡的云计算资源定价策略研究[D]. 昆明:云南大学, 2011. WANG B . Research on cloud computing resource pricing strategy based on Cournot equilibrium[D]. Kunming:Yunnan University, 2011.
[21]	殷波, 张云勇, 房秉毅 ,等. 面向成本优化的云计算资源分配方法研究[J]. 电信科学, 2014,30(11): 22-26. YIN B , ZHANG Y Y , FANG B Y ,et al. Research on resource optimization method for cloud computing based on cost optimization[J]. Telecommunication Science, 2014,30(11): 22-26.
[22]	梁宁宁, 兰巨龙, 程国振 ,等. 基于拍卖博弈的可重构服务承载网动态构建算法[J]. 电信科学, 2015,31(5): 82-87. LIANG N N , LAN J L , CHENG G Z ,et al. Dynamic construction algorithm of reconfigurable service bearer network based on auction game[J]. Telecommunications Science, 2015,31(5): 82-87.
[23]	赵之谦 . “玩客”当道网心科技发布迅雷赚钱宝Pro[J]. 计算机与网络, 2015(23):36. ZHAO Z Q . “Playing a guest” on the road to launch thunder and make money with Pro[J]. Computer and Internet, 2015(23):36.
[24]	诸葛斌, 朱华, 王保霞 ,等. SDN 体系架构中元模型构建机制[J]. 电信科学, 2016,32(11): 292-231. ZHUGE B , ZHU H , WANG B X ,et al. Meta-model construction mechanism in SDN architecture[J]. Telecommunications Science, 2016,32(11): 292-231.
[25]	杨晓芳, 王喆, 姜海 . 基于多项 logit 模型的在线机票代理商选择行为[J]. 清华大学学报(自然科学版), 2017,57(4): 437-442. YANG X F , WANG Z , JIANG H . Online ticket agent selection behavior based on multiple logit models[J]. Journal of Tsinghua University(Science and Technology), 2017,57(4): 437-442.
[26]	诸葛斌, 彭丹, 王伟明 . 基于多归属组合双向拍卖的SDN资源价格协商算法研究[J]. 电子科技大学学报, 2017,46(4): 591-599. ZHUGE B , PENG D , WANG W M . Research on SDN resource price negotiation algorithm based on multi-homing combined double auction[J]. Journal of University of Electronic Science and Technology of China, 2017,46(4): 591-599.
[27]	杨亚璪, 聂垚, 刘玉印 . 基于Logit模型的居民租车出行影响因素分析[J]. 中国科技论文, 2017(7): 834-838. YANG Y X , NIE Y , LIU Y Y . Analysis of influencing factors of resident car rental trip based on logit model[J]. Chinese Science＆ Technology Dissertations, 2017(7): 834-838.
[28]	ORO S D , GALLUCCIO L . Auction-based resource allocation in OpenFlow multi-tenant networks[J]. Computer Networks, 2017(115): 29-41.
[29]	李蕊, 张路桥, 李海峰 ,等. 基于熵的网络异常流量检测研究综述[J]. 软件学报, 2017,26(6): 36-39. LI R , ZHANG L Q , LI H F ,et al. A survey of network anomaly traffic detection based on entropy[J]. Journal of Chinese Society of Software, 2017,26(6): 36-39.
[30]	姜永, 陈山枝, 胡博 . 异构无线网络中基于Stackelberg博弈的分布式定价和资源分配算法[J]. 通信学报, 2013,34(1): 61-68. JIANG Y , CHEN S Z , HU B . Distributed pricing and resource allocation algorithm based on Stackelberg game in heterogeneous wireless networks[J]. Journal on Communications, 2013,34(1): 61-68.
[31]	JIANG H . A nested logit-based approach to measuring air shopping screen quality and predicting market share[J]. Revenue and Pricing Management, 2009,8(2-3): 134-147.

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用户类型	ω₁	ω₂	ω₃
价格敏感型	0.2	0.5	0.3
负载敏感型	0.1	0.3	0.6
普通型	0.3	0.4	0.3

用户类型	元服务A的效用	元服务B的效用
价格敏感型	- 3.9-0.5P	- 2.2-0.5P
负载敏感型	- 25.8-0.3P	-34.4-0.3P
普通型	- 2.1-0.4P	- 7.8-0.4P

用户类型	元服务A的价格	元服务B的效用
价格敏感型	14.9	17.2
负载敏感型	39.7	20.8
普通型	16.3	25.9

用户类型	信任度	取消预约的概率q(t)	元服务A的价格
用户1	1	1-e^-0.1t	14.9
用户2	0.8	1-0.8e^-0.1t	39.7
用户3	0.7	1-0.7e^-0.1t	16.3

Network resource pricing strategy based on SDN framework

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