CLEF:限制互联网核心中大流量造成的损害(技术报告)
CLEF: Limiting the Damage Caused by Large Flows in the Internet Core (Technical Report)
摘要:
检测发送过量流量的网络流对于实施QoS和对抗DDoS攻击越来越重要。大流量检测以前已经探索过,但所提出的方法可以用于高容量的核心路由器上,只有在显着降低的准确性的成本,由于它们的其他太高的内存和处理开销。我们提出了CLEF,一个新的大流量检测方案,具有低内存需求,保持高精度的高容量的核心路由器的严格条件下。我们比较我们的计划与以前的建议,通过广泛的理论分析,并根据最坏情况下的攻击流量的评估。我们表明,CLEF优于先前提出的系统在有限的内存设置。
英文摘要:
The detection of network flows that send excessive amounts of traffic is of increasing importance to enforce QoS and to counter DDoS attacks. Large-flow detection has been previously explored, but the proposed approaches can be used on high-capacity core routers only at the cost of significantly reduced accuracy, due to their otherwise too high memory and processing overhead. We propose CLEF, a new large-flow detection scheme with low memory requirements, which maintains high accuracy under the strict conditions of high-capacity core routers. We compare our scheme with previous proposals through extensive theoretical analysis, and with an evaluation based on worst-case-scenario attack traffic. We show that CLEF outperforms previously proposed systems in settings with limited memory.
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