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Web-based Distributed Network Analyzer using a System Entity Structure over a Service-oriented Architecture

机译:基于Web的分布式网络分析器,在面向服务的体系结构上使用系统实体结构

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摘要

As a network's uses, and especially the number of internet users, increases rapidly, an efficient system for managing large-network traffic datasets becomes an important issue. Although there are several network traffic analysis tools, such as tcpdump, Ethereal, and other applications, these tools have weaknesses, namely the limited size of files, the use of command line execution, the large memory and huge computational power requirements. In addition to these scalability limitations, both tcpdump and Ethereal have security issues. Files captured by these tools keep all of the packet information, such as internet protocol (IP) addresses, port numbers, and packet sizes. As well as basic network traffic information, the captured files contain secure information: user identification numbers (IDs) and passwords. Therefore, the captured files should not be allowed to be leaked out. However, network analyses need to be performed outside the target networks in some cases. This paper presents an approach to efficiently and quickly analyze a large number of network behaviors. This is achieved by applying System Entity Structure (SES) theory. To speed up evaluation time, a web-based distributed simulation approach over Service-oriented Architecture (SOA) is applied. Discrete Event System Specification/Service-oriented Architecture (DEVS/SOA) is used to deploy workloads into multi-servers, increasing overall system performance. A web-based distributed simulation contains two fundamental processes: distributing and analyzing among loosely coupled models through message-passing methods. The distributed simulation - allocating distributing models inside networks and assigning analyzing models outside networks - also allows the analysis of network behaviors out of networks while keeping important information secured.
机译:随着网络的使用,尤其是Internet用户数量的迅速增加,用于管理大型网络流量数据集的有效系统成为一个重要的问题。尽管有几种网络流量分析工具,例如tcpdump,Ethereal和其他应用程序,但这些工具也有缺点,即文件大小有限,使用命令行执行,大内存和巨大的计算能力要求。除了这些可伸缩性限制之外,tcpdump和Ethereal都存在安全问题。这些工具捕获的文件将保留所有数据包信息,例如Internet协议(IP)地址,端口号和数据包大小。除了基本的网络流量信息之外,捕获的文件还包含安全信息:用户标识号(ID)和密码。因此,不应允许将捕获的文件泄漏出去。但是,在某些情况下,需要在目标网络之外执行网络分析。本文提出了一种有效而快速地分析大量网络行为的方法。这是通过应用系统实体结构(SES)理论来实现的。为了加快评估时间,在面向服务的体系结构(SOA)上应用了基于Web的分布式仿真方法。离散事件系统规范/面向服务的体系结构(DEVS / SOA)用于将工作负载部署到多服务器中,从而提高整体系统性能。基于Web的分布式仿真包含两个基本过程:通过消息传递方法在松耦合模型之间进行分布和分析。分布式仿真-在网络内部分配分布式模型,在网络外部分配分析模型-还可以在保持重要信息安全的同时,分析网络外部的网络行为。

著录项

  • 来源
    《Simulation》 |2010年第3期|p.155-180|共26页
  • 作者单位

    Center for Modeling and Simulation Studies,Security Management Institute,Dongheung Bldg 9F, Samsung-Dong 78-1, Gangnam-Gu, Seoul, 135-871,Republic of Korea;

    Arizona Center for Integrative Modeling and Simulation,Electrical and Computer Engineering Department, The University of Arizona,Tucson, AZ 85721,USA;

    Arizona Center for Integrative Modeling and Simulation,Electrical and Computer Engineering Department, The University of Arizona,Tucson, AZ 85721,USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    distributed simulation; service-oriented architecture; discrete event system specification; system entity structure; intrusion detection system;

    机译:分布式仿真面向服务的体系结构;离散事件系统规范;系统实体结构;入侵侦测系统;
  • 入库时间 2022-08-18 02:50:36

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