[1]顾其威,项阳.一种基于路由信息的TCP流聚类方法[J].深圳大学学报理工版,2005,22(3):197-201.
 GU Qi-wei XIANG Yang.TCP flow clustering based on routing information[J].Journal of Shenzhen University Science and Engineering,2005,22(3):197-201.
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一种基于路由信息的TCP流聚类方法()
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《深圳大学学报理工版》[ISSN:1000-2618/CN:44-1401/N]

卷:
第22卷
期数:
2005年3期
页码:
197-201
栏目:
光电与信息工程
出版日期:
2005-07-30

文章信息/Info

Title:
TCP flow clustering based on routing information
文章编号:
1000-2618(2005)03-0197-05
作者:
顾其威12项阳2
1)深圳大学管理学院,深圳518060
2)南京航空航天大学信息科学与技术学院,南京210016
Author(s):
GU Qi-wei12 XIANG Yang2
1) School of Management Shenzhen University Shenzhen 518060 P. R. China
2) Information Science and Technology School Nanjing University of Aeronautics and Astronautics Nanjing 210016 P. R. China
关键词:
计算机网络平凡流网络资源分配 K均值算法流的聚类
Keywords:
computer networks basic flow network resource allocation K-means algorithm flow clustering
分类号:
TP 393
文献标志码:
A
摘要:
分析TCP流模式及传统网络资源分配中存在的问题,建立理想网络环境中的资源分配模型.提出一种新的流标记与分类方法,采用K均值算法对流进行聚类,改善运行best effort服务的IP网络中TCP流量资源分配的合理性和公平性.该方法具有较低的节点间通信代价和节点计算量,适合大型互联网络,且对网络用户透明. 模拟实验证明该方法有效.
Abstract:
A new resource-allocation model in ideal networks was proposed through the analysis of the resource allocation and the model of TCP stream in traditional networks. In order to improve performance of TCP stream resource allocation in best effort IP networks service, a new stream labelling and clustering method were introduced, which can avoid irrationality of allocating resource. Edge routers labelled all streams so that streams from the same user entity have same label. Streams were clustered by K-mean algorithm. Kernel routers classified streams by labels and allocated resource respectively. The simulations have demonstrated the efficiency of this clustering method and it is transparent for user, needs low communication and computation afford.

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更新日期/Last Update: 2015-10-16