一种OC-192并行多维包分类算法

Bo Zheng, Chuang Lin, Xuehai Peng
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引用次数: 2

摘要

如今,许多高速Internet服务和应用程序需要高速多维数据包分类,但是当前的高速分类通常使用昂贵且功耗巨大的硬件(如TCAM和FPGA)。在本文中,我们提出了一种新的算法,称为AM-Trie(不对称多比特Trie)。我们的算法创造性地使用冗余表达式来降低Trie的高度;利用压缩降低了存储成本,消除了回溯痕迹,进一步提高了搜索速度。此外,AM-Trie是一种并行算法,非常适合网络处理器的“多线程多核”特点;具有良好的可扩展性,策略数的增加对性能影响不大。提出了一种启发式的场地划分算法,从理论上证明了当AM-Tire的高度给定时存在最小的存储成本划分解。最后,基于Intel IXP2800网络处理器实现了一个原型。性能测试结果证明,AM-Trie具有高速和可扩展性,TCP/IP 6元组分类的吞吐量在所有情况下都达到OC-192 (10 Gbps, 64字节/包,即20 Mpps)线速
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
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