DocumentCode :
3270693
Title :
Research on Multibit-Trie Tree IP Classification Algorithm
Author :
Jiang, Yi ; Shang, Fengjun
Author_Institution :
Coll. of Comput. Sci. & Technol., Chongqing Univ. of Posts & Telecommun.
Volume :
3
fYear :
2006
fDate :
25-28 June 2006
Firstpage :
1786
Lastpage :
1790
Abstract :
In this article, the authors survey the recent advances in the research of IP classification and introduce some of the typical algorithms. At last, a novel IP classification is proposed based the non-collision hash and multibit-trie tree (NHMTT) algorithm, which is based on non-collision hash trie-tree algorithm and grid of tries algorithm. The core of algorithm has three parts: (1) constructing hash function mainly based on destination port and protocol type field so that the hash function can avoid space explosion problem; (2) transforming grid of tries for the trie-tree pruned and multibit trie-tree in order to reduce space complexity; (3) introducing bitmap algorithm for source port number (or scope). After expanding normally, this doesn´t increase the time complex degree of algorithm because we introduce the jumping table. Space complexity consumed and space requirement are less than those of grid-of-tries algorithm. Test results show that the classification rate of NHMTT algorithm is up to 4 million packets per second and the maximum memory consumed is 10 MB for 10,000 rules
Keywords :
IP networks; telecommunication network topology; telecommunication traffic; trees (mathematics); NHMTT; bitmap algorithm; destination port; grid of tries algorithm; hash function; multibit-trie tree IP classification algorithm; multibit-trie tree algorithm; noncollision hash trie-tree algorithm; protocol type field; source port number; space complexity; space explosion problem; Classification algorithms; Classification tree analysis; Communication system traffic control; Computer science; Costs; Databases; Educational institutions; Matched filters; Protocols; Telecommunication traffic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications, Circuits and Systems Proceedings, 2006 International Conference on
Conference_Location :
Guilin
Print_ISBN :
0-7803-9584-0
Electronic_ISBN :
0-7803-9585-9
Type :
conf
DOI :
10.1109/ICCCAS.2006.285020
Filename :
4064246
Link To Document :
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