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Power Efficient Packet Classification Using Cascaded Bloom Filter And Off-the-shelf Ternary Cam For Wdm Networks

机译:使用级联布隆过滤器和现成的三元凸轮的Wdm网络进行高效的数据包分类

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摘要

In wavelength division multiplexing (WDM) networks, tens or hundreds of wavelengths can be transmitted over a single fiber. As transmission line speed goes to 10 Gb/s and beyond, ternary CAM (TCAM) is usually employed for wire speed packet classification. To the best of authors' knowledge, this is the first paper that addresses the impact of WDM transmission on the power consumption of packet classification. We show that as the number of wavelengths increases in the WDM networks, the power consumption of TCAMs can become the limiting factor for WDM network expansion. For example, the power consumption of IPv4 and IPv6 packet classification with merely 32 channels at 40 Gb/s can be as high as 700 and 1400 W, respectively, while technology wise it is feasible to transmit over 500 channels over a single fiber. Existing power efficient TCAM designs require special modification to TCAM cell structures, which makes the adoption of the technology difficult. This paper proposes a novel approach which cascades bloom filter with off-the-shelf TCAM to greatly reduce the power consumption of packet classification. In particular, the proposed solution takes advantage of the fact that bloom filters may give false positive alarms but never give false negative alarms. By eliminating majority of non-matching packets before passing the packets to the TCAM, the TCAM is only activated to exam packets with a high potential of matching in the filter set. The proposed scheme greatly reduces the activation frequency of the TCAM, thus achieving great power savings.
机译:在波分复用(WDM)网络中,数十或数百个波长可以通过单根光纤传输。随着传输线速度达到10 Gb / s或更高,通常使用三元CAM(TCAM)进行线速数据包分类。就作者所知,这是第一篇论述WDM传输对数据包分类功耗的影响的论文。我们表明,随着WDM网络中波长数量的增加,TCAM的功耗可能成为WDM网络扩展的限制因素。例如,仅32个通道以40 Gb / s的速度进行IPv4和IPv6数据包分类的功耗可能分别高达700和1400 W,而从技术角度来看,在一条光纤上传输500个通道是可行的。现有的高能效TCAM设计需要对TCAM单元结构进行特殊修改,这使得采用该技术非常困难。本文提出了一种新方法,该方法将布隆过滤器与现成的TCAM级联,以大大降低数据包分类的功耗。特别地,所提出的解决方案利用了如下事实:布隆过滤器可以给出误报,但是从不给出误报。通过在将数据包传递到TCAM之前消除大多数不匹配的数据包,TCAM仅被激活以检查在过滤器集中具有较高匹配潜力的数据包。所提出的方案大大降低了TCAM的激活频率,从而节省了大量功率。

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