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Agent based dynamic load balancing in Cloud Computing

机译:云计算中基于代理的动态负载平衡

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Cloud Computing is one of the latest computing paradigms in IT sector today where applications, platforms, software and some other IT services are provided over the internet. It is also known as On Demand Computing. Cloud Computing considers shared pool of configurable computing resources which requires proper resource distribution among the tasks, otherwise in some situations resources may over-utilized or under-utilized. For the sake of efficient resource utilization, Load Balancing System problem needs more attention in cloud computing. In This paper, we have used Agent Based Dynamic Load Balancing (ABDLB) approach in which mobile agent plays very important role, which is a software entity and usually defined as an independent software program that runs on behalf of a network administrator. It has ability to learn. After comparing the proposed method with traditional load balancing scheme we concluded that Agent Base load balancing scheme greatly reduces the communication cost of servers, accelerates the rate of load balancing which indirectly improves the Throughput and Response Time of the cloud.
机译:云计算是当今IT部门中最新的计算范例之一,在该领域中,可以通过Internet提供应用程序,平台,软件和其他一些IT服务。它也称为按需计算。云计算考虑了可配置计算资源的共享池,这需要在任务之间进行适当的资源分配,否则在某些情况下,资源可能被过度利用或利用不足。为了有效利用资源,在云计算中需要更加关注负载平衡系统问题。在本文中,我们使用了基于代理的动态负载平衡(ABDLB)方法,其中移动代理扮演着非常重要的角色,它是一个软件实体,通常被定义为代表网络管理员运行的独立软件程序。它具有学习能力。通过将本文提出的方法与传统的负载均衡方案进行比较,我们得出结论,Agent Base负载均衡方案大大降低了服务器的通信成本,加快了负载均衡的速率,从而间接地提高了云的吞吐量和响应时间。

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