论文标题

基于数据包利用的混合云的模糊集成防火墙模型的性能评估

Performance Evaluation of Fuzzy Integrated Firewall Model for Hybrid Cloud based on Packet Utilization

论文作者

Rahman, Ziaur, Swapna, Asma Islam, Habib, Habibur Rahman, Shaoun, Akramuzzaman

论文摘要

云计算是平台的高度灵活,机密且易于访问的媒介之一,并为通过Internet共享信息提供了强大的服务。随着网络管理器最终遇到其数据保护,云系统信息交换期间的漏洞,云安全已成为一个新兴问题。我们可以通过控制网络的各自的防火墙来保护我们的数据免受混合云上不必要的访问。但是,由于无法确保云网络的多层,有安全的可访问性,防火墙已经证明了它的弱点。有效的数据包利用有时会在访问混合云时导致较高的响应时间。在本文中,提出了具有混合功能的云模型和该混合云的安全模糊防火墙,从而评估了交通响应的性能。实验结果表明,与传统的防火墙相比,拥有模糊的防火墙可减少响应时间的高点对点数据包利用率。这项研究工作的结果将在未来物联网(IoT)中移植人工智能方面得到高度实施。

Cloud computing is one of the highly flexible, confidential and easily accessible medium of platforms and provides powerful service for sharing information over the Internet. Cloud security has become an emerging issue as network manager eventually encounter its data protection, vulnerability during information exchange on the cloud system. We can protect our data from unwanted access on a hybrid cloud through controlling the respective firewall of the network. But, the firewall has already proved its weakness as it is unable to ensure multi-layered, secured accessibility of the cloud network. Efficient packet utilization sometimes causes high response time in accessing hybrid cloud. In this paper, a Cloud Model with Hybrid functionality and a secure Fuzzy Integrated Firewall for that Hybrid Cloud is proposed and thereby evaluated for the performance in traffic response. Experimental result illustrated that having a fuzzified firewall gives high point-to-point packet utilization decreasing the response time than a conventional firewall. Results from this research work will highly be implemented in transplanting artificial intelligence in future Internet of Things (IoT).

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