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A Hybrid Local Storage Transfer Scheme for Live Migration of I/O Intensive Workloads

机译:用于I / O密集型工作负载的实时迁移的混合本地存储传输方案

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Live migration of virtual machines (VMs) is key feature of virtualization that is extensively leveraged in IaaS cloud environments: it is the basic building block of several important features, such as load balancing, pro-active fault tolerance, power management, online maintenance, etc. While most live migration efforts concentrate on how to transfer the memory from source to destination during the migration process, comparatively little attention has been devoted to the transfer of storage. This problem is gaining increasing importance due to performance reasons, virtual machines that run large-scale, data-intensive applications tend to rely on local storage, which poses a difficult challenge on live migration: it needs to handle storage transfer in addition to memory transfer. This paper proposes a memory-migration independent approach that addresses this challenge. It relies on a hybrid active push / prioritized prefetch strategy. which makes it highly resilient to rapid changes of disk state exhibited by I/O intensive workloads. At the same time, it is minimally intrusive in order to ensure a maximum of portability with a wide range of hypervisors. Large scale experiments that involve multiple simultaneous migrations of both synthetic benchmarks and a real scientific application show improvements of up to 10x faster migration time, 10x less bandwidth consumption and 8x less performance degradation over state-of-art.
机译:虚拟机(VM)的实时迁移是IaaS云环境中广泛利用的虚拟化的关键功能:它是几个重要功能的基本构建块,例如负载平衡,主动式容错,电源管理,在线维护,尽管大多数实时迁移工作都集中在如何在迁移过程中将内存从源转移到目的地的过程中,但很少有人关注存储的转移。由于性能原因,此问题变得越来越重要,运行大规模,数据密集型应用程序的虚拟机往往依赖于本地存储,这给实时迁移带来了艰巨的挑战:除内存传输外,它还需要处理存储传输。本文提出了一种独立于内存迁移的方法来应对这一挑战。它依赖于混合主动推送/优先预取策略。这使其对I / O密集型工作负载所呈现的磁盘状态快速变化具有高度的弹性。同时,它具有最小程度的侵入性,以确保通过各种虚拟机管理程序实现最大的可移植性。涉及同时进行合成基准测试和实际科学应用多次迁移的大规模实验表明,与最新技术相比,迁移时间提高了多达10倍,带宽消耗降低了10倍,性能降低了8倍。

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