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VFS_CS: a light-weight and extensible virtual file system middleware for cloud storage system

机译:VFS_CS:云存储系统的轻量级和可扩展虚拟文件系统中间件

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摘要

In cloud environments, data-intensive applications have been widely deployed to solve non-trivial applications, while cloud-based storage systems usually fail to provide desirable performance and efficiency when running those data-intensive applications. To address the problems of storage capacity and performance when executing data-intensive applications, we design and implement a light-weight distributed file system middleware, namely virtual file system for cloud storage, which allows other storage-level services to be easily incorporated into an integrated framework in a plug-in manner. In the proposed middleware, we implement three effective mechanisms: disk caching, file striping, and metadata management. The implementation of the proposed middleware has been deployed in a realistic cloud platform, and its performance has been thoroughly investigated under various workloads. Experimental results show that it can significantly improve I/O performance compared with existing approaches. In addition, it also exhibits better robustness when the cloud system is facing intensive workloads.
机译:在云环境中,数据密集型应用程序已被广泛部署以解决非琐碎应用程序,而基于云的存储系统通常无法在运行这些数据密集型应用程序时提供所需的性能和效率。为了解决数据密集型应用程序时存储容量和性能问题,我们设计和实现轻量级分布式文件系统中间件,即云存储的虚拟文件系统,这允许容易地结合到其他存储级别服务在插件方式中综合框架。在所提出的中间件中,我们实现了三种有效的机制:磁盘缓存,文件条带化和元数据管理。建议中间件的实施已部署在一个现实的云平台中,并且在各种工作负载下彻底调查了其性能。实验结果表明,与现有方法相比,它可以显着提高I / O性能。此外,当云系统面临强化工作负载时,它也表现出更好的稳健性。

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