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研究生:王順賢
研究生(外文):Wang, Shun-Hsien
論文名稱:軟體定義網路下結合反應性及預測性機制之智慧多路徑路由演算法
論文名稱(外文):Proactive Multi-Path Routing with a Predictive Mechanism in Software Defined Networks
指導教授:林盈達林盈達引用關係
指導教授(外文):Lin, Ying-Dar
口試委員:賴源正劉德隆林盈達嚴力行
口試委員(外文):Lai, Yuan-ChengLiu, Te-LungLin, Ying-DarYen, Li-Hsing
口試日期:2017-06-02
學位類別:碩士
校院名稱:國立交通大學
系所名稱:資訊科學與工程研究所
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2017
畢業學年度:105
語文別:英文
論文頁數:24
中文關鍵詞:軟體定義網路壅塞處理多路徑路由繞徑flow table使用量
外文關鍵詞:SDNcongestion resolutionmulti-path routingflow table usage
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List of figures VII
List of tables VIII
Chapter 1 Introduction 1
Chapter 2 Background 4
2.1 Congestion resolution 4
2.2 Multi-path routing 5
2.3 Predictive mechanism 6
2.4 OpenFlow 7
Chapter 3 Problem statement 9
3.1 Notation Descriptions 9
3.2 Problem Statement 10
3.3 Example 11
Chapter 4 Methodology 12
4.1 Predictive mechanism 12
4.2 Proactive multi-path routing 13
4.3 System architecture and implementation 15
Chapter 5 Experiment and Result Analysis 16
5.1 Environment Setup 16
5.2 Experiment Result 16
Chapter 6 Conclusion and future work 20
Reference 22
• [1] Seonhyeok Kim, Jaehyeok Son, Ashis Talukder, Choong Seon Hong, ” Congestion prevention mechanism based on Q-leaning for efficient routing in SDN”, International Conference on Information Networking (ICOIN), Jan 2016.
• [2] Liu, Yilan, et al. "The multi-path routing problem in the Software Defined Network." Natural Computation (ICNC), 2015 11th International Conference on. IEEE, 2015.
• [3] Pan, Qingfeng, and Xianghan Zheng. "Multi-path SDN route selection subject to multi-constraints." Third International Conference on Cyberspace Technology (CCT 2015). IET, 2015.
• [4] Kanagevlu, Renuga, and Khin Mi Mi Aung. "SDN Controlled Local Re-routing to Reduce Congestion in Cloud Data Center." 2015 International Conference on Cloud Computing Research and Innovation (ICCCRI). IEEE, 2015.
• [5] Jain, Sushant, et al. "B4: Experience with a globally-deployed software defined WAN." ACM SIGCOMM Computer Communication Review 2013.
• [6] Jo, Eric, et al. "A simulation and emulation study of SDN-based multipath routing for fat-tree data center networks." Proceedings of the 2014 Winter Simulation Conference. IEEE Press, 2014.
• [7] Ramdhani, Maris Fajar, Sofia Naning Hertiana, and Burhanudin Dirgantara. "Multipath routing with load balancing and admission control in Software-Defined Networking (SDN)." Information and Communication Technology (ICoICT), 2016 4th International Conference on. IEEE, 2016.
• [8] Peng, Yuhuai, et al. "Design of Dynamic Traffic Grooming Algorithm in Software-Defined Wireless Mesh Networks." High Performance Computing and Communications (HPCC), 2015 IEEE 7th International Symposium on Cyberspace Safety and Security (CSS), 2015 IEEE 12th International Conferen on Embedded Software and Systems (ICESS), 2015 IEEE 17th International Conference on. IEEE, 2015.
• [9] Hertiana, Sofia Naning, and Adit Kurniawan. "A joint approach to multipath routing and rate adaptation for congestion control in OpenFlow software defined network." 2015 1st International Conference on Wireless and Telematics (ICWT). IEEE, 2015.
• [10] Chen, Fei, et al. "Engineering traffic uncertainty in the OpenFlow data plane."Computer Communications, IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on. IEEE, 2016.
• [11] Llopis, Joan Meseguer, Janusz Pieczerak, and Tomasz Janaszka. "Minimizing latency of critical traffic through SDN." Networking, Architecture and Storage (NAS), 2016 IEEE International Conference on. IEEE, 2016.
• [12] Wang, Wen, Wenbo He, and Jinshu Su. "M2SDN: Achieving multipath and multihoming in data centers with software defined networking." 2015 IEEE 23rd International Symposium on Quality of Service (IWQoS). IEEE, 2015.
• [13] Liu, Weihua, et al. "Flexible multi-path routing for global optimization in software-defined datacenters." Computers and Communication (ISCC), 2016 IEEE Symposium on. IEEE, 2016.
• [14] Kuang, Liwei, et al. "A tensor-based big data model for QoS improvement in software defined networks." IEEE Network 30.1 (2016): 30-35.
• [15] Cui, Hongyan, et al. "Design and Realization of Cognitive Routing Resources Using Big Data Analysis in SDN." 2015 IEEE International Congress on Big Data. IEEE, 2015.
• [16] Xiao, Peng, et al. "An efficient elephant flow detection with cost-sensitive in SDN." Industrial Networks and Intelligent Systems (INISCom), 2015 1st International Conference on. IEEE, 2015.
• [17] Su, Zhiyang, et al. "CheetahFlow: Towards low latency software-defined network." 2014 IEEE International Conference on Communications (ICC). IEEE, 2014.
• [18] Cello, Marco, Mario Marchese, and Maurizio Mongelli. "On the QoS Estimation in an OpenFlow Network: The Packet Loss Case." IEEE Communications Letters 20.3 (2016): 554-557.
• [19] Moy. OSPF Version 2. RFC 2328 (Standard), Apr. 1998.
• [20] "Ryu," [Online]. Available: https://osrg.github.io/ryu/.
• [21] "Mininet," [Online]. Available: http://www.mininet.org
• [22] The CAIDA UCSD Anonymized Internet Traces 2016 - http://www.caida.org/data/passive/passive_2016_dataset.xml
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