云环境下网络流量审计与分析

S. Shetty
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引用次数: 11

摘要

云计算允许用户将他们的数据远程存储到云中,并从可配置计算资源的共享池中提供按需应用程序和服务。云上外包数据的安全性依赖于云计算系统和网络的安全性。尽管在保护云计算系统上的数据安全方面已经有了许多努力,但是评估云提供商及其用户之间网络上的数据安全性仍然是一项非常具有挑战性的任务。对云计算系统和网络的审计将提供对多个数据中心、云提供商管理的云内网络以及云用户和云提供商之间的广域网上的虚拟机和操作系统的安全性和性能的见解。因此,云审计中的网络流量分析至关重要,以便用户可以借助外部审计方来验证云提供商与其用户之间网络上的数据安全性。本文提出了云计算环境下网络流量分析所需的关键技术:云提供商与用户之间网络设备的IP地理定位、云网络路径的数据安全监控、云网络流量产生的海量云审计日志的在线挖掘。
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Auditing and Analysis of Network Traffic in Cloud Environment
Cloud computing allows users to remotely store their data into the cloud and provides on-demand applications and services from a shared pool of configurable computing resources. The security of the outsourced data in the cloud is dependent on the security of the cloud computing system and network. Though, there have been numerous efforts on securing data on the cloud computing system, evaluation of data security on the network between cloud provider and its users is still a very challenging task. The audit of the cloud computing system and network will provide insights on the security and performance of VMs and the operating system on multiple data centers and the intra-cloud network managed by cloud providers and the wide-area network between the cloud user and cloud provider. Thus, network traffic analysis for cloud auditing is of critical importance so that users can resort to an external audit party to verify the data security on the network between cloud provider and its users. This paper presents the following key technologies required to analyze network traffic in the cloud computing environment: IP geolocation of network devices between cloud provider and its users, monitoring the data security of the cloud network path, and online mining of massive cloud auditing logs generated by cloud network traffic.
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