NDLI: Novel disjoint graph based algorithm for multi-field range-based packet classification

Content Provider	IEEE Xplore Digital Library
Author	Yuke Wang Yun Zhang Tiyan Tang Krishnamurthy, A. Damm, G. Bou-Diab, B.
Copyright Year	2004
Description	Author affiliation: Dept. of Comput. Sci., Texas Univ., Richardson, TX, USA (Yuke Wang; Yun Zhang; Tiyan Tang; Krishnamurthy, A.)
Abstract	Packet classification is necessary for flow-based network services in Internet routers, such as NAPT, IPsec, ACL, etc. The range-based packet classification function maps input packets to the highest-priority matching rule in a given rule set specified by ranges (P. Gupta and N. McKeown, August 1999, March-April 2001). For instance, multi-field range-based packet classification maps IP packets to security policy rules in an IPsec gateway. The FIS trees based packet classification algorithm has been proposed as a software implementation option of this function. In this paper, we present a novel disjoint graph based algorithm for multi-field range-based packet classification. The novel algorithm constructs a disjoint graph using elementary interval trees and disjoint interval trees for a given rule set, where only a single path traversal is required during a search to classify a packet. Experimental results show that the disjoint graph based packet classification algorithm significantly outperforms the FIS trees based solution. In a network processor implementation with an input rule set of 700 rules, the disjoint graph based packet classification algorithm requires only 45% of the search time, 69% of the data structure buildup time, and 47% of the memory storage of the FIS trees based solution.
Starting Page	1108
Ending Page	1112
File Size	477651
Page Count	5
File Format	PDF
ISBN	0780385330
DOI	10.1109/ICC.2004.1312672
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-06-20
Publisher Place	France
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Tree graphs Classification tree analysis Classification algorithms Tree data structures Databases Data security IP networks Web and internet services Network address translation Computer science
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
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