异构网络多路径并行传输吞吐量建模

doi:10.3969/j.issn.1001-2400.2012.03.027

Abstract

Abstract:

Based on analyzing the characteristics of concurrent multipath transfer (CMT), this paper proposes a throughput modeling method for CMT in heterogeneous networks. In order to estimate the throughput of CMT, it uses the state transition probability matrix to analyze the growth mechanisms of the congestion window in the slow-start and congestion avoidance stage of each path. It also puts forward an optimization algorithm, which reduces the complexity of the model by merging the states with the same congestion window size and adding the corresponding state transition probabilities. Experimental results show that the proposed method can accurately estimate the throughput of CMT even if the paths have different features, and that it can work well under the heterogeneous network environment.

Key words: heterogeneous network, concurrent multipath transfer, throughput, congestion window

CLC Number:

TP393

ZHENG Yanwei;NI Hong;LIU Lei. Modeling of the throughput of CMT in heterogeneous networks[J].J4, 2012, 39(3): 166-171+184.

References

［1］ Joe I W, Yan S J. SCTP Throughput Improvement with Best Load Sharing Based on Multihoming ［C］//Fifth International Joint Conference on INC, IMS and IDC. Seoul: IEEE, 2009: 138-142.
［2］ Budzisz L, Ferrus R, Casadevall F, et al. On Concurrent Multipath Transfer in SCTP-Based Handover Scenarios ［C］//IEEE International Conference on Communications. Dresden: IEEE, 2009: 1-6.
［3］ Kim K H, Jeong K M, Kang C H, et al. A Transmission Control SCTP for Real-time Multimedia Streaming ［J］. Computer Networks, 2010, 54(9): 1418-1425.
［4］ Yuan Y, Zhang Z D, Li J, et al. Extension of SCTP for Concurrent Multipath Transfer with Parallel Subflows ［C］//Wireless Communications and Networking Conference. Cancun: IEEE, 2010: 1-6.
［5］ Sarkar D. A Concurrent Multipath TCP and Its Markov Model ［C］//IEEE International Conference on Communications: Vol 2. Istanbul: IEEE, 2006: 615-620.
［6］宋飞, 苏伟, 张宏科, 等. 多路径并行传输中吞吐量的建模与分析［J］. 电子学报, 2010, 38(4): 887-893.
Song Fei, Su Wei, Zhang Hongke, et al. Modeling and Analysis of Throughput in CMT ［J］. Chinese Journal of Electronics, 2010, 38(4): 887-893.
［7］ Stewart R. RFC4960-Stream Control Transmission Protocol ［S］. ［S.L.］: IETF, 2007.
［8］ Iyengar J R, Amer P D, Stewart R. Concurrent Multipath Transfer Using SCTP Multihoming Over Independent End-to-End Paths ［J］. IEEE/ACM Trans on Networking, 2006, 14(5): 951-964.
［9］ Al A A E, Saadawi T, Lee M. LS-SCTP: a Bandwidth Aggregation Technique for Stream Control Transmission Protocol ［J］. Computer Communications, 2004, 27(10): 1012-1024.
［10］ Ye G H, Saadawi T N, Lee M. IPCC-SCTP: an Enhancement to the Standard SCTP to Support multi-homing Efficiently ［C］//IEEE International Conference on Performance, Computing, and Communications. Phoenix: IEEE, 2004: 523-530.
［11］ Hsieh H Y, Sivakumar R. A Transport Layer Approach for Achieving Aggregate Bandwidths on Multi-Homed Mobile Hosts ［J］. Wireless Networks, 2005, 11(1-2): 99-114.
［12］ Yi Z L, Saadawi T, Lee M. Analytic Model of Stream Control Transmission Protocol ［C］//The Sixth International Workshop on Performability Modeling of Computer and Communication Systems(PMCCS-6). Monticello: University of Illinois, 2003: 51-53.
［13］ Ma L, Yu F R, Leung V C M. Performance Improvements of Mobile SCTP in Integrated Heterogeneous Wireless Networks ［J］. IEEE Trans on Wireless Communications, 2007, 6(10): 3567-3577.
［14］ UC Berkeley, LBL, USC/ISI, and Xerox Parc. NS-2 2.34 ［CP/OL］. ［2011-01-05］. http://www.isi.edu/nsnam/ns/.
［15］ Iyengar J R, Amer P D, Stewart R. Receive Buffer Blocking in Concurrent Multipath Transfer ［C］//IEEE Global Telecommunications Conference. St Louis: IEEE, 2005: 121-126.

[1]	LI Ming,HU Jiangping,CAO Xiaoli. Minimum cost of node deployment strategy for heterogeneous sensor networks [J]. Journal of Xidian University, 2021, 48(4): 11-19.
[2]	ZHANG Yinghao,LIU Xiaofan. Preliminary research on the blockchain protocol in satellite broadcasting network environment [J]. Journal of Xidian University, 2020, 47(5): 11-18.
[3]	LU Jixiang,FANG Boya. Research and experiment on multi-user computational offloading based on mobile edge computing [J]. Journal of Xidian University, 2020, 47(4): 78-85.
[4]	WANG Ren,WANG Yi,HU Yanjun,JIANG Fang,XU Yaohua. Collaborative offloading of overloaded MEC servers in ultra-dense heterogeneous networks [J]. Journal of Xidian University, 2020, 47(2): 126-134.
[5]	TU Shouzhong,YAN Zhou,WEI Lingwei,ZHU Xiaoyan. User interesting mining method in the heterogeneous social network [J]. Journal of Xidian University, 2019, 46(2): 83-88.
[6]	SUN Yanjing;QU Qianqian;WANG Bowen;ZUO Haiwei;WANG Xiaolin. Medium access control mechanism and performance analysis for in band full duplex wireless networks [J]. Journal of Xidian University, 2018, 45(3): 123-129.
[7]	WANG Ruyan;MIAO Yi;YAN Junjie. Relay selection algorithm incorporated with prestige for D2D communication [J]. Journal of Xidian University, 2018, 45(1): 76-82.
[8]	KUO Yonghong;HE Bingtao;CHEN Jian. Stable-throughput analysis and optimization of cooperative cognitive radio networks based on information and energy cooperation [J]. Journal of Xidian University, 2016, 43(6): 1-7.
[9]	YANG Fan;XU Zhanqi;LI Danwu;ZHU Jianfeng;MA Tao;DING Zhe. Multicast scheduling algorithm with a dynamic weight for the input buffered Crossbar [J]. Journal of Xidian University, 2016, 43(6): 80-85.
[10]	PAN Zhipeng;WU Bin;YE Tianchun. Airtime fairness scheduling algorithm for multi-rate WLANs [J]. Journal of Xidian University, 2016, 43(4): 128-134.
[11]	DU Bai;LI Hongyan. Network selection algorithm in heterogeneous wireless networks based on residual service time [J]. J4, 2016, 43(1): 7-11.
[12]	ZHENG Jie;LI Jiandong;LIU Qin;SHI Hua;YANG Xiaoniu. Traffic allocation algorithm of multi-radio access transmission based on minimizing delay over heterogeneous networks [J]. J4, 2014, 41(2): 1-8.
[13]	SONG Jianfeng;LI Jiandong. Gaming network selection scheme considering performance-price ratio maximization in heterogeneous wireless networks [J]. J4, 2014, 41(1): 18-22.
[14]	WANG Yequn;YE Xiangyang;QI Yunjun;HUANG Guoce;ZHANG Hengyang. Adaptive mechanism for the frequency hopping MAC [J]. J4, 2013, 40(5): 78-85.
[15]	NIU Yufeng;ZHUANG Yiqi;LI Zhenrong;XU Fei. Enhancing Bluetooth 2.1's anti-interference ability based on interleaving coding [J]. J4, 2013, 40(3): 109-114+211.

Modeling of the throughput of CMT in heterogeneous networks

PDF (PC)

Like

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0