Performance and scalability evaluation of the Ceph parallel file system

Feiyi Wang, M. Nelson, S. Oral, S. Atchley, S. Weil, B. Settlemyer, Blake Caldwell, Jason Hill
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引用次数: 25

Abstract

Ceph is an emerging open-source parallel distributed file and storage system. By design, Ceph leverages unreliable commodity storage and network hardware, and provides reliability and fault-tolerance via controlled object placement and data replication. This paper presents our file and block I/O performance and scalability evaluation of Ceph for scientific high-performance computing (HPC) environments. Our work makes two unique contributions. First, our evaluation is performed under a realistic setup for a large-scale capability HPC environment using a commercial high-end storage system. Second, our path of investigation, tuning efforts, and findings made direct contributions to Ceph's development and improved code quality, scalability, and performance. These changes should benefit both Ceph and the HPC community at large.
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Ceph并行文件系统的性能和可伸缩性评估
Ceph是一个新兴的开源并行分布式文件和存储系统。在设计上,Ceph利用了不可靠的商品存储和网络硬件,并通过受控的对象放置和数据复制提供了可靠性和容错性。本文介绍了Ceph在科学高性能计算(HPC)环境下的文件和块I/O性能和可扩展性评估。我们的工作有两个独特的贡献。首先,我们的评估是在使用商用高端存储系统的大规模高性能计算环境的现实设置下进行的。其次,我们的调查、调优工作和发现对Ceph的开发和改进代码质量、可伸缩性和性能做出了直接贡献。这些变化对Ceph和整个HPC社区都有好处。
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