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Load balancing strategy for optimal peak hour performance in cloud datacenters

机译:负载平衡策略,以实现云数据中心的最佳峰值小时性能

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Cloud computing is a growing computing model that is influencing every other entity in the global business industry. Efficient load balancing techniques plays a major role in cloud computing by allocating requests to computing resources efficiently to prevent under/over-allocation of Virtual Machines (VMs) and improve the response time to clients. It is observed that during peak hours when request frequency is high, active VM load balancer (packaged in cloudAnalyst) over-allocates initial VMs and under-allocates later ones creating load imbalance. In this paper we propose a novel VM load balancing algorithm that ensures uniform allocation of requests to virtual machines even during peak hours when frequency of requests received in data center is very high to ensure faster response times to users. The simulations results suggest that our algorithm allocates requests to VM uniformly even during peak traffic situations.
机译:云计算是一种日益增长的计算模型,它正在影响全球商业行业的其他实体。高效负载平衡技术通过有效地分配给计算资源来防止虚拟机(VM)下划线(VM)下划线/过度分配并将响应时间提高到客户端来播放对云计算中的主要作用。观察到,在请求频率高的高峰时段期间,活动VM负载均衡器(在CloudAnalyst中打包)过度分配初始VM,并在稍后创建负载不平衡的初始VM。在本文中,我们提出了一种新颖的VM负载平衡算法,即使在数据中心接收的请求的频率非常高时,即使在高峰时段内也能确保对虚拟机的均匀分配给虚拟机,以确保向用户提供更快的响应时间。仿真结果表明,即使在峰值流量情况下,我们的算法也均匀地分配对VM的请求。

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