Implementation of Efficient Burst Assembly Algorithm with Traffic Prediction
Implementation of Efficient Burst Assembly Algorithm with Traffic Prediction
摘要
This paper reports on the implementation of efficient burst assembly algorithms and traffic prediction. The ultimate goal is to propose a new burst assembly algorithm which is based on time-burst length （hybrid） threshold with traffic prediction to reduce burst assembly delay in OBS （Optical Burst Switching） networks. Research has shown that traffic always change from time to time, hence, any measure that is put in place should be able to adapt to such changes. With our implemented burst assembly algorithm, the traffic rate is predicted and the predicted rate is used to dynamically adjust the burst assembly length. This work further investigates the impact of the proposed algorithm on traffic self similarity.
参考文献20
-
1Y. Chen, C. Qiao, X. Yu, Optical burst switching (OBS): A new area in optical networking research, IEEE Network Magazine 18 (2004) 16-23.
-
2A.K Garg, Analysis of burst/packet assembly techniques in high-speed optical switching network, Optik-International Journal for Light and Electron Optics 122 (7) (2011) 616-619.
-
3A. Ge, F. Callegati, L.S. Tamil, An optical burst switching and self-similar traffic, IEEE Commun. Lett. 4 (2000) 100-198.
-
4B. Kantarci, S.F. Oktug, T. Atmaca, Performance of OBS techniques under self-similar traffic based on various burst assembly techniques, Computer Communications 30 (2) (2007) 315-325.
-
5M. Yoo, C. Qiao, Just-Enough-Time (JET): A high speed protocol for bursty traffic in optical networks, in:Proceedings of IEEE/LEOS Conf. on Technologies for a Global Information Infrastructure, Aug. 1997, pp. 26-27.
-
6J. Wei, R. McFarland, Just-in-time signaling for WDM optical burst switching networks, Journal of Lightwave Technology 18 (12) (2000) 2019-2037.
-
7P. Bayvel, Wavelength routing and optical burst switching in the design of future optical network architectures, in: Proceedings of ECOC, 2001, pp. 616-619.
-
8Y. Chen, J.S. Turner, P.F. Mo, Optimal burst scheduling in optical burst switched networks, Journal of Lightwave Technology 25 (8) (2007) 1883-1894.
-
9Y. Xiong, M. Vandenhoute, H.C. Cankaya, Control architecture in optical burst-witched WDM networks, IEEE J. Sel. Areas Commun. 18 (10) (2000) 1838-1851.
-
10J. Xu, C. Qiao, J. Li, G. Xu, Efficient channel scheduling in optical burst switched networks, in: Proceedings of IEEE INFOCOM, 2003, pp. 2268-2278.
-
1林敦欣,黄东军.基于D-S证据理论的交通拥堵预测研究[J].内江科技,2008,29(11):21-21. 被引量：1
-
2李雷,张兴,张明德,孙小菡.具有安全间隔和通用参数的OBS突发装配算法[J].应用科学学报,2005,23(6):563-567. 被引量：2
-
3李雷,张明德,孙小菡.OBS突发装配的缓存安全间隔机制[J].东南大学学报（自然科学版）,2005,35(6):876-880.
-
4张昕,曾鹏,张瑞,张帆.交通大数据的特征及价值[J].软件导刊,2016,15(3):130-132. 被引量：9
-
5王亚沙,冯立宏,王光兴.ATM网络中一种链路速率分配算法[J].东北大学学报（自然科学版）,2002,23(3):209-212.
-
6伊良忠,章超,裴峥.广义回归神经网络的改进及在交通预测中的应用[J].山东大学学报（工学版）,2013,43(1):9-14. 被引量：16
-
7徐昌彪,隆克平,张碧波.光突发交换网络中支持服务质量的一种新方案(英文)[J].软件学报,2007,18(3):755-764.
-
8杨荣英,苗张木,沈成武.BP神经网络主成分分析法在交通需求预测中的应用[J].武汉理工大学学报（交通科学与工程版）,2002,26(3):386-388. 被引量：22
-
9于江波,陈后金.基于分段学习的BP神经网络的交通流量预测[J].ITS通讯,2006,8(2):28-30. 被引量：1
-
10汤志康,王伟智,谈蔚欣.基于Bagging的交通拥堵预测研究[J].集美大学学报（自然科学版）,2006,11(2):156-160. 被引量：6
