基于并行计算的高速网络流量监测技术  

High-speed Network Traffic Monitoring Technology Based on Parallel Computing

作　　者：占腾 陈世平[1,2] ZHAN Teng;CHEN Shiping(School of Optical-Electrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai 200093;Network and Information Center Office,University of Shanghai for Science and Technology,Shanghai 200093)

机构地区：[1]上海理工大学光电信息与计算机工程学院,上海200093 [2]上海理工大学信息化办公室,上海200093

出　　处：《计算机与数字工程》2024年第9期2752-2758,共7页Computer & Digital Engineering

基　　金：国家自然科学基金项目(编号:61472256,61170277);上海理工大学科学技术发展基金项目(编号:16KJFZ035,2017KJFZ033)资助。

摘　　要：随着网络技术的快速发展和网络性能的快速提高,各种网络行为也在不断增加。因此,在高速网络流量下的监控技术也迫在眉睫。这项技术可以让人们更好地理解网络行为,并有效地提高人们控制互联网的能力。论文旨在研究利用改进的高性能哈希技术来满足日益困难的高速网络流量检测。论文提出了一种基于并行计算改进的哈希函数算法,有效地提高了哈希算法的性能,提高了该技术对当前高速网络流量的监控能力。论文的实验结果表明,改进后的哈希技术的性能可以提高35%~45%,这种改进程度对于目前的高速网络流量来说无疑是巨大的。With the rapid development of network technology and the rapid improvement of network performance,various network behaviors are also increasing.Therefore,the monitoring technology under the high-speed network traffic is also imminent.This technology allows people to better understand network behavior and effectively improve the ability to control the Internet.This paper aims to study the use of improved high-performance hashing techniques to meet the increasingly difficult high-speed network traffic detection.This paper presents an improved Hash function algorithm based on parallel computation,which effectively improves the performance and improves the ability to monitor current high-speed network traffic.The experimental results of this paper show that the performance of the improved hashing technology can be improved by 35%~45%,and the degree of improvement is undoubtedly huge for the current high-speed network traffic.

关 键 词：哈希技术 哈希技术改进 并行计算 高速网络流量监控 监控技术改进 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]