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Performance Evaluation of Caching Solution from Three Layers Perspective for Storage Performance in VMware-based Virtualization Environment

机译:基于VMware的虚拟化环境从三层视角评估存储解决方案的性能

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Caching mechanism was one of the solution to leverage storage performance in a virtualized environment. We can categorize it into 3 large groups based on its implementation target, we call it as 3 layers' perspective or approach because it represents 3 layers of a virtualization platform. Testing of the storage performance using the cache approaches was performed using Crystal Disk Mark as the workload tool and additionally, we also measure time duration of clone process for a single VM. The experimental tests result showed that the approach offered by the second layer approach provides the greatest performance impact for read-and-write when compared to baseline performance (conditions without cache at all); performance result in sequence when compared with the baseline score for bandwidth and IO: 4K-Q8T8 has about 50,92 times higher score for read and 46,01 times higher score for write operations; 4K-Q32TI has about 8,1 times higher score for read and 7,74 times higher score for write operations; while 4K-QITI has about 54,54 times higher score for read and 28,75 times higher score for write operations. Additionally, for clone process, it was about 2,02 times faster in time duration than baseline. We also performed multi-layer test of the 3 layers; the top performance was obtained from the combination of second and third layer cache's approaches, we got impressive bandwidth and IO score when compared with the baseline: 4K-Q8T8 has about 192,1 times higher score for read and 118,01 times higher score for write operations; 4K-Q32TI has about 38,92 times higher score for read and 10,59 times higher score for write operations; while 4K-QITI has about 247,92 higher score for read and 64,28 times higher score for write operations.
机译:缓存机制是在虚拟化环境中利用存储性能的解决方案之一。我们可以根据其实现目标将其分为3个大类,我们称其为3层的观点或方法,因为它代表了虚拟化平台的3层。使用缓存方法对存储性能进行的测试是使用Crystal Disk Mark作为工作负载工具进行的,此外,我们还测量了单个VM克隆过程的持续时间。实验测试结果表明,与基准性能(完全没有缓存的条件)相比,第二层方法提供的方法对读写性能的影响最大。与带宽和IO的基线得分相比,性能结果是依次的:4K-Q8T8的读得分高约50,92倍,写操作得分高46,01倍; 4K-Q32TI在读取方面的得分高出约8.1倍,在写入操作方面的得分高出约7.74倍;而4K-QITI的读取分数则高出约54,54倍,写入操作分数则高出约28,75倍。此外,对于克隆过程,其持续时间比基线快了约2.02倍。我们还对3层进行了多层测试。通过结合第二层和第三层缓存的方法获得了最高性能,与基线相比,我们获得了令人印象深刻的带宽和IO得分:4K-Q8T8的读取得分大约为192,1倍,而其读取得分则为118,01倍写操作; 4K-Q32TI在读取方面的得分高38.92倍,在写入操作方面的得分高10,59倍;而4K-QITI的读取分数则高247,92倍,而写入操作分数则高64.28倍。

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