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Study on An Absolute Non-Collision Hash and Jumping Table IP Classification Algorithms
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作者 SHANG Feng-jun 1,2 ,PAN Ying-jun 1 1. Key Laboratory of Opto-Electronic Technology and System of Ministry of Education/College of Opto-Electronic Engineering,Chongqing University, Chongqing 400044,China 2. College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065,China 《Wuhan University Journal of Natural Sciences》 EI CAS 2004年第5期835-838,共4页
In order to classify packet, we propose a novel IP classification based the non-collision hash and jumping table trie-tree (NHJTTT) algorithm, which is based on noncollision hash Trie-tree and Lakshman and Stiliadis p... In order to classify packet, we propose a novel IP classification based the non-collision hash and jumping table trie-tree (NHJTTT) algorithm, which is based on noncollision hash Trie-tree and Lakshman and Stiliadis proposing a 2-dimensional classification algorithm (LS algorithm). The core of algorithm consists of two parts: structure the non-collision hash function, which is constructed mainly based on destination/source port and protocol type field so that the hash function can avoid space explosion problem; introduce jumping table Trie-tree based LS algorithm in order to reduce time complexity. The test results show that the classification rate of NHJTTT algorithm is up to 1 million packets per second and the maximum memory consumed is 9 MB for 10 000 rules. Key words IP classification - lookup algorithm - trie-tree - non-collision hash - jumping table CLC number TN 393.06 Foundation item: Supported by the Chongqing of Posts and Telecommunications Younger Teacher Fundation (A2003-03).Biography: SHANG Feng-jun (1972-), male, Ph.D. candidate, lecture, research direction: the smart instrument and network. 展开更多
关键词 ip classification lookup algorithm trie-tree non-collision hash jumping table
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一种双哈希IP数据包分类算法研究
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作者 尚凤军 潘英俊 《计算机科学》 CSCD 北大核心 2004年第11期89-92,共4页
本文在无冲突哈希算法和异或哈希算法的基础上,提出了一种双哈希的IP分类算法,该算法的核心有三点:一是基于目的/源端口和协议域构造无冲突哈希,由于该三域的组合数目非常少,避免了空间爆炸;二是在异或哈希算法的基础上,将目的/源IP连... 本文在无冲突哈希算法和异或哈希算法的基础上,提出了一种双哈希的IP分类算法,该算法的核心有三点:一是基于目的/源端口和协议域构造无冲突哈希,由于该三域的组合数目非常少,避免了空间爆炸;二是在异或哈希算法的基础上,将目的/源IP连成比特串后分为四块后进行异或,为了降低冲突率,将异或后的关键值再与一个随机数进行异或,获得分类索引值,并用此值生成多比特Trie树,一般情况下减小了空间和时间复杂度;三是在Trie树终点存放最终分类规则的索引值,为了保证查找到的规则的正确性,对每一个索引值的源/目的IP地址均匹配一次。通过以上三点改进一般要降低算法的时间复杂度和空间复杂度,通过仿真,当对1万务分类规则进行包分类时,该算法的包分类速度可以达到2MPps,所消耗的最大内存为4MB。 展开更多
关键词 包分类 哈希算法 时间复杂度 索引 分类规则 ip数据包 键值 得分 目的 冲突
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