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Use case study of HDD-SSD hybrid storage, distributed storage and HDD storage on OpenStack

Published: 13 July 2015 Publication History

Abstract

For typical IaaS cloud usage, frequent provisioning of virtual volumes is needed. However, performance of HDD storage is not sufficient and becomes bottleneck in IaaS cloud. In this paper, we studied a comparison of HDD-SSD hybrid storage, distributed storage and normal HDD storage as block storage of OpenStack Cinder and evaluated applicability of these 3 types storage to IaaS cloud. Hybrid storage can show much higher performances than HDD storage and is suitable for analysis applications, and distributed storage performance degradation is lower than HDD storage when concurrent processing number is increased and is suitable for archive or file services.

References

[1]
OpenStack web site, http://www.openstack.org/
[2]
Y. Yamato, N. Shigematsu and N. Miura, "Evaluation of Agile Software Development Method for Carrier Cloud Service Platform Development," IEICE Transactions on Information and Systems, Vol.E97-D, No.11, pp.2959-2962, Nov. 2014.
[3]
Y. Yamato, "Automatic verification technology of software patches for user virtual environments on IaaS cloud," Springer Journal of Cloud Computing 2015, 4:4. Feb. 2015.
[4]
Nimble CASL architecture web site, http://www.nimblestorage.com/products/architecture.php
[5]
S. A. Weil, S. A. Brandt, E. L. Miller, D. D. E. Long and C. Maltzahn, "Ceph: a scalable, high-performance distributed file system," Proceedings of the 7th symposium on Operating systems design and implementation (OSDI'06), pp. 307-320, 2006.
[6]
EMC VNX web site, http://www.emc.com/storage/vnx/vnx-family.htm
[7]
G. Soundararajan, V. Prabhakaran, M. Balakrishnan and T. Wobber, "Extending SSD Lifetimes with Disk-Based Write Caches," FAST 2010: 8th USENIX Conference on File and Storage Technologies, Feb. 2010.

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  • (2024)Study and evaluation of automatic offloading for function blocks of applicationsAutomatika10.1080/00051144.2024.230188865:1(387-400)Online publication date: 9-Jan-2024
  • (2023)A study for environmental adaptation of IoT devices2023 Eleventh International Symposium on Computing and Networking Workshops (CANDARW)10.1109/CANDARW60564.2023.00011(14-19)Online publication date: 27-Nov-2023
  • (2021)Proposal of Automatic GPU Offloading Method from Various Language Applications2021 9th International Conference on Information and Education Technology (ICIET)10.1109/ICIET51873.2021.9419618(400-404)Online publication date: 27-Mar-2021
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  1. Use case study of HDD-SSD hybrid storage, distributed storage and HDD storage on OpenStack

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        Published In

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        IDEAS '15: Proceedings of the 19th International Database Engineering & Applications Symposium
        July 2015
        251 pages
        ISBN:9781450334143
        DOI:10.1145/2790755
        Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

        In-Cooperation

        • Keio University: Keio University
        • BytePress
        • Concordia University: Concordia University

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 13 July 2015

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        Author Tags

        1. Cloud Computing
        2. Distributed Storage
        3. HDD-SSD Hybrid Storage
        4. OpenStack
        5. Storage Performance

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        • Poster
        • Research
        • Refereed limited

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        IDEAS '15

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        Overall Acceptance Rate 74 of 210 submissions, 35%

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        Cited By

        View all
        • (2024)Study and evaluation of automatic offloading for function blocks of applicationsAutomatika10.1080/00051144.2024.230188865:1(387-400)Online publication date: 9-Jan-2024
        • (2023)A study for environmental adaptation of IoT devices2023 Eleventh International Symposium on Computing and Networking Workshops (CANDARW)10.1109/CANDARW60564.2023.00011(14-19)Online publication date: 27-Nov-2023
        • (2021)Proposal of Automatic GPU Offloading Method from Various Language Applications2021 9th International Conference on Information and Education Technology (ICIET)10.1109/ICIET51873.2021.9419618(400-404)Online publication date: 27-Mar-2021
        • (2021)Consumer-grade storage comparative analysis in the context of digitalization of the agro-industrial complexIOP Conference Series: Earth and Environmental Science10.1088/1755-1315/937/3/032079937:3(032079)Online publication date: 1-Dec-2021
        • (2021)Study and evaluation of automatic GPU offloading method from various language applicationsInternational Journal of Parallel, Emergent and Distributed Systems10.1080/17445760.2021.1971666(1-18)Online publication date: 6-Sep-2021
        • (2021)Study and evaluation of improved automatic GPU offloading methodInternational Journal of Parallel, Emergent and Distributed Systems10.1080/17445760.2021.1941010(1-15)Online publication date: 16-Jun-2021
        • (2021)Automatic offloading method of loop statements of software to FPGAInternational Journal of Parallel, Emergent and Distributed Systems10.1080/17445760.2021.1916020(1-13)Online publication date: 19-Apr-2021
        • (2019)Optimizing Heterogeneous Resources for Open IoT EraオープンIoT時代に向けたヘテロジニアスリソースの最適化The Journal of The Institute of Image Information and Television Engineers10.3169/itej.73.81573:4(815-818)Online publication date: 2019
        • (2019)Design and Implementation of Fault Injector for Hybrid Heterogeneous Storage System2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)10.1109/ICCIKE47802.2019.9004277(10-15)Online publication date: Dec-2019
        • (2019)Study of parallel processing area extraction and data transfer number reduction for automatic GPU offloading of IoT applicationsJournal of Intelligent Information Systems10.1007/s10844-019-00575-8Online publication date: 14-Aug-2019
        • Show More Cited By

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