DocumentCode :
478768
Title :
AM-Trie: An OC-192 Parallel Multidimensional Packet Classification Algorithm
Author :
Zheng, Bo ; Lin, Chuang ; Peng, Xuehai
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
Volume :
1
fYear :
2006
fDate :
20-24 June 2006
Firstpage :
377
Lastpage :
384
Abstract :
Nowadays, many high-speed Internet services and applications require high-speed multidimensional packet classification, but current high-speed classification often use expensive and power-slurping hardware (such as TCAM and FPGA). In this paper, we presented a novel algorithm, called AM-Trie (asymmetrical multi-bit Trie). Our algorithm creatively use redundant expression to reduce the height of Trie; use compression to reduce the storage cost and eliminate the trace back to enhance the search speed further. Moreover, AM-Trie is a parallel algorithm and very fit for the "multi-thread and multi-core" features of network processor; it has good scalability, the increase of policy number influences little to its performance. A heuristic field division algorithm is also presented, we proved in theoretical that there exists a minimum storage cost dividing solution when the height of the AM-Tire is given. Finally, a prototype is implemented based on Intel IXP2800 network processor. The performance testing result proves that AM-Trie is high-speed and scalable, the throughput of the TCP/IP 6-tuple classification achieves OC-192 (10 Gbps, 64 bytes per packet, i.e.20 Mpps) wire-speed in all situations
Keywords :
Internet; multi-threading; multiprocessing systems; packet switching; parallel algorithms; transport protocols; AM-Trie; Intel IXP2800 network processor; Internet services; OC-192 parallel multidimensional packet classification algorithm; asymmetrical multi-bit Trie; heuristic field division algorithm; parallel algorithm; power-slurping hardware; Classification algorithms; Costs; Field programmable gate arrays; Hardware; Heuristic algorithms; Multidimensional systems; Parallel algorithms; Prototypes; Scalability; Web and internet services;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location :
Hanzhou, Zhejiang
Print_ISBN :
0-7695-2581-4
Type :
conf
DOI :
10.1109/IMSCCS.2006.28
Filename :
4673577
Link To Document :
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