NVMM-Oriented Hierarchical Persistent Client Caching for Lustre

Author:

Cheng Wen1,Li Chunyan1,Zeng Lingfang1,Qian Yingjin2,Li Xi2,Brinkmann André3

Affiliation:

1. Huazhong University of Science and Technology, China

2. Data Direct Networks, China

3. Johannes Gutenberg-Universität Mainz, Germany

Abstract

In high-performance computing (HPC), data and metadata are stored on special server nodes and client applications access the servers’ data and metadata through a network, which induces network latencies and resource contention. These server nodes are typically equipped with (slow) magnetic disks, while the client nodes store temporary data on fast SSDs or even on non-volatile main memory (NVMM). Therefore, the full potential of parallel file systems can only be reached if fast client side storage devices are included into the overall storage architecture. In this article, we propose an NVMM-based hierarchical persistent client cache for the Lustre file system (NVMM-LPCC for short). NVMM-LPCC implements two caching modes: a read and write mode (RW-NVMM-LPCC for short) and a read only mode (RO-NVMM-LPCC for short). NVMM-LPCC integrates with the Lustre Hierarchical Storage Management (HSM) solution and the Lustre layout lock mechanism to provide consistent persistent caching services for I/O applications running on client nodes, meanwhile maintaining a global unified namespace of the entire Lustre file system. The evaluation results presented in this article show that NVMM-LPCC can increase the average read throughput by up to 35.80 times and the average write throughput by up to 9.83 times compared with the native Lustre system, while providing excellent scalability.

Funder

National Natural Science Foundation of China

Hubei Natural Science Foundation

Publisher

Association for Computing Machinery (ACM)

Subject

Hardware and Architecture

Reference42 articles.

1. Resistive Random Access Memory (ReRAM) Based on Metal Oxides

2. Jens Axboe. 2019. fio: Flexible I/O Tester. Retrieved from git://git.kernel.dk/fio.git. Jens Axboe. 2019. fio: Flexible I/O Tester. Retrieved from git://git.kernel.dk/fio.git.

3. Peter Braam. 2005. The Lustre storage architecture. CoRR abs/1903.01955. http://arxiv.org/abs/1903.01955 Peter Braam. 2005. The Lustre storage architecture. CoRR abs/1903.01955. http://arxiv.org/abs/1903.01955

4. Ad Hoc File Systems for High-Performance Computing

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Study on tiered storage algorithm based on heat correlation of astronomical data;Frontiers in Astronomy and Space Sciences;2024-03-14

2. Re-architecting I/O Caches for Emerging Fast Storage Devices;Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3;2023-03-25

3. The State of the Art of Metadata Managements in Large-Scale Distributed File Systems — Scalability, Performance and Availability;IEEE Transactions on Parallel and Distributed Systems;2022-12-01

4. Convergence of HPC and Big Data in extreme-scale data analysis through the DCEx programming model;2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD);2022-11

5. FastCache: A write-optimized edge storage system via concurrent merging cache for IoT applications;Journal of Systems Architecture;2022-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3