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Empirical study of virtual disks performance with KVM on DAS

机译:DAS上使用KVM进行虚拟磁盘性能的实证研究

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There is exponentially increasing demand of data generation, its storage, access and communication. To fulfil the demands, concept called Cloud Computing came into the picture. The key concept operating at the basic level of cloud computing stack is a Virtualization. Virtual machine (VM) state is represented as a virtual disk file (image) that is created on the hypervisor's local file system, from where virtual machine is booted up. Virtual machine requires minimum one disk to boot and start its function. Within guest operating system, one can use block devices or files as virtual disks with Kernel-based Virtual Machine (KVM). Till the time, no empirical study has been performed on different types of virtual disk image formats to quantify their runtime performance. We have studied representative application workload: I/O micro-benchmarks on a local file system i.e. direct-attached storage (DAS) environment in conjunction with RAW, Copy-on-Write scheme QCOW2 from QEMU, Microsoft's VHD, Virtualbox's VDI, VMWARE's VMDK and parallel's HDD. We have also investigated the impact of block size on applications runtime performance. This paper seeks to provide the detailed runtime performance analysis of different image formats based on different parameters such as latency, bandwidth, IOs performed per second (IOPS). Today users have a choice to select virtual disks from the pool of virtual disk image formats. But, currently it's a black box selection for users as no comparison or decision model exist for different virtual disk image formats. This study is done to provide insights into the performance aspect of various virtual disk image formats and offer guidelines to virtual disk end users in implementing and using them respectively.
机译:数据生成,存储,访问和通信的需求呈指数增长。为了满足需求,引入了称为云计算的概念。在云计算堆栈的基本级别上运行的关键概念是虚拟化。虚拟机(VM)状态表示为在管理程序的本地文件系统上创建的虚拟磁盘文件(映像),虚拟机从该虚拟磁盘文件(映像)启动。虚拟机至少需要一个磁盘才能启动并启动其功能。在来宾操作系统中,可以将块设备或文件与基于内核的虚拟机(KVM)一起用作虚拟磁盘。直到现在,还没有对不同类型的虚拟磁盘映像格式进行实证研究来量化其运行时性能。我们已经研究了代表性的应用程序工作负载:本地文件系统上的I / O微基准,即直接连接存储(DAS)环境与RAW,QEMU的写时复制方案QCOW2,Microsoft的VHD,Virtualbox的VDI,VMWARE的VMDK和并行的硬盘。我们还研究了块大小对应用程序运行时性能的影响。本文力求提供基于不同参数(例如延迟,带宽,每秒执行的IO(IOPS))的不同图像格式的详细运行时性能分析。今天,用户可以选择从虚拟磁盘映像格式池中选择虚拟磁盘。但是,当前对于用户来说是一个黑匣子选择,因为不存在针对不同虚拟磁盘映像格式的比较或决策模型。进行这项研究是为了深入了解各种虚拟磁盘映像格式的性能,并为虚拟磁盘最终用户分别实施和使用它们提供指导。

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