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Study of Data I/O Performance on Distributed Disk System in Mask Data Preparation

机译:掩码数据准备中的分布式磁盘系统的数据I / O性能研究

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Data volume is getting larger every day in Mask Data Preparation (MDP). In the meantime, faster data handling is always required. MDP flow typically introduces Distributed Processing (DP) system to realize the demand because using hundreds of CPU is a reasonable solution. However, even if the number of CPU were increased, the throughput might be saturated because hard disk I/O and network speeds could be bottlenecks. So, MDP needs to invest a lot of money to not only hundreds of CPU but also storage and a network device which make the throughput faster.NCS would like to introduce new distributed processing system which is called "NDE". NDE could be a distributed disk system which makes the throughput faster without investing a lot of money because it is designed to use multiple conventional hard drives appropriately over network. NCS studies I/O performance with OASIS® data format on NDE which contributes to realize the high throughput in this paper.
机译:掩码数据准备(MDP)中的数据量每天都在增加。同时,始终需要更快的数据处理。 MDP流通常会引入分布式处理(DP)系统来实现需求,因为使用数百个CPU是一个合理的解决方案。但是,即使增加了CPU数量,吞吐量也可能会饱和,因为硬盘I / O和网络速度可能会成为瓶颈。因此,MDP需要投入大量资金,不仅要花费数百个CPU,还要花费大量存储资源和网络设备来提高吞吐量。 NCS希望引入一种新的分布式处理系统,称为“ NDE”。 NDE可以是一种分布式磁盘系统,它可以使吞吐速度更快,而无需投入大量资金,因为NDE旨在通过网络适当地使用多个常规硬盘驱动器。 NCS使用NDE上的OASIS®数据格式研究I / O性能,这有助于实现高吞吐量。

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