{"title":"一种OC-192并行多维包分类算法","authors":"Bo Zheng, Chuang Lin, Xuehai Peng","doi":"10.1109/IMSCCS.2006.28","DOIUrl":null,"url":null,"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","PeriodicalId":202629,"journal":{"name":"First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"AM-Trie: An OC-192 Parallel Multidimensional Packet Classification Algorithm\",\"authors\":\"Bo Zheng, Chuang Lin, Xuehai Peng\",\"doi\":\"10.1109/IMSCCS.2006.28\",\"DOIUrl\":null,\"url\":null,\"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\",\"PeriodicalId\":202629,\"journal\":{\"name\":\"First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-06-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IMSCCS.2006.28\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IMSCCS.2006.28","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
AM-Trie: An OC-192 Parallel Multidimensional Packet Classification Algorithm
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