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Recursive Self Organizing Maps and Software Defined Networking Cloud - A Survey

机译:递归自组织图和软件定义的网络云-调查

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Before the invention of computers, humans tend to find the calculation, remembrance of information difficult. Even though thecomputer reduced the burden of humans, the invent of distributed computing helped the computers to distribute the workload to other computers within the network. To optimize and evade the disadvantages of Distributed Computing, Cloud Computing was developed. Cloud computing tends to provide services like IaaS, PaaS through internet. To improve the scalability and dynamic feature of Cloud, the Software Defined Network can be embedded to form SDN Cloud. For the purpose of better understanding and representation a Self-Organizing Map is used for reducing the higher level representation data to lower level representation data. One type of Self Organizing Maps is known as Recursive Self Organizing Maps in which the time is representedusing the feedback. DDoS attacks, Data Breach and Data Loss are some of the several security flaws that are used by unauthorized users for illegal access into the cloud. This paper presents an extensive survey of the Recursive Self Organizing Maps and DDoS mitigation in SDN and cloud network.
机译:在计算机发明之前,人类倾向于找到计算,纪念信息困难。尽管表现器减少了人类的负担,但是分布式计算的发明帮助计算机将工作负载分发到网络内的其他计算机。优化和避免分布式计算的缺点,开发了云计算。云计算往往通过互联网提供IAAS等服务。为了提高云的可扩展性和动态特征,可以嵌入软件定义的网络以形成SDN云。为了更好地理解和表示,使用自组织地图用于将更高级别表示数据缩小到较低级别表示数据。一种类型的自组织地图被称为递归自组织地图,其中时间代表反馈。 DDOS攻击,数据泄露和数据丢失是未经授权用户使用的一些安全漏洞,以便非法访问云。本文介绍了对SDN和云网络中递归自组织地图和DDOS缓解的广泛调查。

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