ICAS:虚拟机间IDS日志云分析系统

Shun-Fa Yang, Wei-Yu Chen, Yao-Tsung Wang
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引用次数: 28

摘要

云计算可以降低主机的管理成本,因此越来越多的用户选择构建自己的云托管环境。在云计算中,所有的命令都通过网络连接,因此,信息安全就显得尤为重要。本文将探讨入侵检测系统的类型,并对这些类型进行集成,提供有效的并输出报告,使系统管理员能够快速了解攻击和破坏情况。随着云计算的普及,入侵检测系统的日志文件也在迅速增加,利用传统的分析系统进行入侵检测的效果有限,效率低下。本文利用Hadoop的MapReduce算法分析入侵检测系统的日志文件,实验结果也证实该算法的计算速度可以提高89%左右。对于系统管理员来说,IDS日志云分析系统(简称ICAS)可以提供快速、高可靠性的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ICAS: An inter-VM IDS Log Cloud Analysis System
Cloud computing can reduce mainframe management costs, so more and more users choose to build their own cloud hosting environment. In cloud computing, all the commands through the network connection, therefore, information security is particularly important. In this paper, we will explore the types of intrusion detection systems, and integration of these types, provided an effective and output reports, so system administrators can understand the attacks and damage quickly. With the popularity of cloud computing, intrusion detection system log files are also increasing rapidly, the effect is limited and inefficient by using the conventional analysis system. In this paper, we use Hadoop's MapReduce algorithm analysis of intrusion detection System log files, the experimental results also confirmed that the calculation speed can be increased by about 89%. For the system administrator, IDS Log Cloud Analysis System (called ICAS) can provide fast and high reliability of the system.
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