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首页> 外文期刊>Journal of Theoretical and Applied Information Technology >ANALYSIS OF FLOW ENTRY REPLACEMENT ALGORITHMS IN INTELLIGENT NETWORKS
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ANALYSIS OF FLOW ENTRY REPLACEMENT ALGORITHMS IN INTELLIGENT NETWORKS

机译:智能网络流入替换算法分析

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摘要

In recent years, as Internet services have diversified and grown rapidly, intelligent network environment has dynamically changed with parameters such as traffic patterns and network topologies. To flexibly manage such dynamic changes, SDN (Software Defined Network) technology has emerged. SDN enables more flexible Internet services by dividing the network architecture into a control plane and data plane. By the way, in the SDN, a problem with flow entry replacement may arise owing to flow table size restrictions within the switches. A flow entry replacement problem can increase the packet processing time and degrade the quality of service for the users. Therefore, we need to know exactly the performance of the flow entry replacement algorithms. In order to practically analyze the performance of the flow entry replacement algorithms, we first collect and analyze the actual Internet traffics of famous Internet services such as Instagram, Facebook, Youtube, and Netflex. Then, we analyze the performances of flow entry replacement algorithms by the collected traffic data. Based on the results, the LFU (Least Frequently Used) algorithm exhibits the worst performance, whereas the FIFO (First In First Out), LRU (Least Recently Used), and SFF (Short Flow First) algorithms show relatively better performances.
机译:近年来,随着互联网服务的多样化和增长迅速,智能网络环境与交通模式和网络拓扑等参数动态地改变。为了灵活地管理此类动态变化,SDN(软件定义的网络)技术出现了。 SDN通过将网络架构划分为控制平面和数据平面来实现更灵活的Internet服务。顺便说一下,在SDN中,由于交换机内的流量表尺寸限制,可能会出现流条目更换的问题。流程置换置换问题可以增加数据包处理时间并降低用户的服务质量。因此,我们需要完全了解流程替换算法的性能。为了实际分析流程替换算法的性能,我们首先收集和分析着名互联网服务的实际互联网流量,如Instagram,Facebook,YouTube和Netflex。然后,我们通过收集的流量数据分析流程替换算法的性能。基于结果,LFU(最不常用)算法表现出最差的性能,而FIFO(首先首先使用),LRU(最近最近使用)和SFF(短流动第一)算法显示相对更好的性能。

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