NDLI: A Fast Algorithm for Packet Classification with Reasonable Memory Usage

Content Provider	IEEE Xplore Digital Library
Author	Li Lin Lu XianLiang
Copyright Year	2007
Description	Author affiliation: Coll. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu (Li Lin)
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.
Starting Page	1941
Ending Page	1944
File Size	108492
Page Count	4
File Format	PDF
ISBN	9781424413119
DOI	10.1109/WICOM.2007.486
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computer science Protocols Intrusion detection Telecommunication traffic Educational institutions Classification algorithms Decision trees IP networks Application software Classification tree analysis
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
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9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

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