DocumentCode
3494240
Title
A Fast Algorithm for Packet Classification with Reasonable Memory Usage
Author
Li Lin ; Lu Xianliang
Author_Institution
Coll. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
fYear
2007
fDate
21-25 Sept. 2007
Firstpage
1941
Lastpage
1944
Abstract
Packet classification is one of the basic techniques for many applications such as routers, firewalls, and intrusion detection systems and so on. With the development of the Internet, however, packet classification has already become a performance bottleneck in network infrastructures. A great many algorithms for packet classification have been proposed. Although most of these algorithms run fast, they consume very large amount of memory. This paper presents a fast algorithm for packet classification with reasonable memory usage called RCC (rule component cuttings). Similar to HiCuts (Hierarchical Intelligent Cuttings) which is one of the best-known algorithms for packet classification, RCC is also based on a decision tree to categorize an incoming packet. In spite of this, there exists one important difference between them. That is, HiCuts divides a dimension into equal-sized intervals yet RCC cuts it into unequal-sized intervals, which gives rise to decreasing the amount of memory. Experimental results show that the time of HiCuts is smaller than RCC´s but the amount of memory HiCuts consumes is much larger.
Keywords
IP networks; telecommunication traffic; Internet; decision tree; hierarchical intelligent cuttings; network infrastructures; packet classification; reasonable memory usage; rule component cuttings; Application software; Classification algorithms; Classification tree analysis; Computer science; Decision trees; Educational institutions; IP networks; Intrusion detection; Protocols; Telecommunication traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-1311-9
Type
conf
DOI
10.1109/WICOM.2007.486
Filename
4340261
Link To Document