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A Technique to Parallelize Network Intrusion Detection using Multicore Network Processors

机译:使用多核网络处理器并行化网络入侵检测的技术

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As network speed increases tremendously than CPU and memory speed, it widens the gap between network and the end system. This poses a major challenge in the field of intrusion detection as the data has to be scanned at link speeds to detect the malicious packets. The prominent solution for this problem is addressed by the invent of multicore processors which cope up with increasing link speeds by offering parallelism and the required instruction sets to provide the necessary throughput. By making use of the multicore Network Processors it is possible to parallelize the intrusion detection activity at the data rate. In this scenario where processor is subject to computationally intensive task, performing stateful signature based analysis together with dynamic load balancing, without efficient parallelization is thorniest. Hence, an enhanced way of parallelization technique is proposed in this study to dynamically distribute the load among the core without jeopardizing the analysis reliability.
机译:随着网络速度大大超过CPU和内存速度,它扩大了网络和终端系统之间的差距。这在入侵检测领域提出了一项重大挑战,因为必须以链接速度扫描数据以检测恶意数据包。多核处理器的发明解决了该问题的突出解决方案,该多核处理器通过提供并行性和所需的指令集来提供必要的吞吐量来应对日益增长的链路速度。通过使用多核网络处理器,可以以数据速率并行化入侵检测活动。在处理器要执行大量计算任务的情况下,最棘手的是执行基于状态签名的分析以及动态负载平衡,而没有高效的并行化。因此,本研究提出了一种增强的并行化技术,可以在不影响分析可靠性的前提下在内核之间动态分配负载。

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