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Performance Analysis for Pareto-Optimal Green Consolidation Based on Virtual Machines Live Migration

机译:基于虚拟机实时迁移的帕累托最优绿色整合性能分析

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摘要

Huge energy requirement of cloud data centers is prime concern. Dynamic Virtual Machine (VM) consolidation based on VM live migration to switched-off or put some of the under-loaded host Physical Machines (PMs) into a low power consumption mode can significantly save energy in data centers and achieve green cloud computing. Performance overheads imposed on source and destination hosts during and after VM live migration is the main focus of research. Existing VM consolidation approaches are inefficient regarding VM live migration time, application downtime, VM pre and post-migration overheads which results in Quality of Service (QoS) degradation. So, near-optimal solution which optimizes these overheads is main challenge. This paper discusses the causes of VM live migration performance overheads and comparison of different overhead optimization techniques on the basis of parameters like accuracy and migration cost. Pareto-Optimal solution is proposed to eliminate the VM performance overheads.
机译:云数据中心的巨大能源需求是首要关注的问题。基于VM实时迁移的动态虚拟机(VM)整合可关闭或将某些负载不足的主机物理机(PM)置于低功耗模式,从而可以大大节省数据中心的能源并实现绿色云计算。虚拟机实时迁移期间和之后,源主机和目标主机所承受的性能开销是研究的重点。现有的VM整合方法在VM实时迁移时间,应用程序停机时间,VM迁移前后的开销方面效率低下,从而导致服务质量(QoS)下降。因此,优化这些开销的接近最佳的解决方案是主要挑战。本文讨论了VM实时迁移性能开销的原因,并根据准确性和迁移成本等参数比较了各种开销优化技术。提出了Pareto-Optimal解决方案,以消除VM性能开销。

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