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Reliability and performance of hierarchical RAID with multiple controllers

Published: 01 August 2001 Publication History

Abstract

Redundant arrays of inexpensive disks (RAID) offer fault tolerance against disk failures. However a storage system having more disks suffers from less reliability and performance. A RAID architecture tolerating multiple disk failures shows severe performance degradation in comparison to the RAID Level 5 due to the complexity of implementation. We present a new RAID architecture that tolerates at least three disk failures and offers similar throughout to the RAID Level 5. We call it the hierarchical RAID, which is hierarchically composed of RAID Levels. Furthermore, we formally introduce the mean-time-to-data-loss (MTTDL) of traditional RAID and the hierarchical RAID using Markov process for detailed comparison.

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  • (2023)Design Considerations and Analysis of Multi-Level Erasure Coding in Large-Scale Data CentersProceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis10.1145/3581784.3607072(1-13)Online publication date: 12-Nov-2023
  • (2023)Elastic RAID: Implementing RAID over SSDs with Built-in Transparent CompressionProceedings of the 16th ACM International Conference on Systems and Storage10.1145/3579370.3594773(83-93)Online publication date: 5-Jun-2023
  • (2022)Cloud-oriented fault tolerance technique based on resource stateMultiagent and Grid Systems10.3233/MGS-22035617:4(335-349)Online publication date: 7-Mar-2022
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    cover image ACM Conferences
    PODC '01: Proceedings of the twentieth annual ACM symposium on Principles of distributed computing
    August 2001
    323 pages
    ISBN:1581133839
    DOI:10.1145/383962
    Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 01 August 2001

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    Author Tags

    1. Markov process
    2. hierarchical RAID
    3. high reliability
    4. three-failure-tolerant array

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    PODC '01 Paper Acceptance Rate 39 of 118 submissions, 33%;
    Overall Acceptance Rate 740 of 2,477 submissions, 30%

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    Cited By

    View all
    • (2023)Design Considerations and Analysis of Multi-Level Erasure Coding in Large-Scale Data CentersProceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis10.1145/3581784.3607072(1-13)Online publication date: 12-Nov-2023
    • (2023)Elastic RAID: Implementing RAID over SSDs with Built-in Transparent CompressionProceedings of the 16th ACM International Conference on Systems and Storage10.1145/3579370.3594773(83-93)Online publication date: 5-Jun-2023
    • (2022)Cloud-oriented fault tolerance technique based on resource stateMultiagent and Grid Systems10.3233/MGS-22035617:4(335-349)Online publication date: 7-Mar-2022
    • (2018)On active redundancy allocation for coherent systemsfrom the viewpoint of minimal cut decompositionOperations Research Letters10.1016/j.orl.2018.01.00846:2(233-239)Online publication date: 1-Mar-2018
    • (2018)GPU-accelerated high-performance encoding and decoding of hierarchical RAID in virtual machinesThe Journal of Supercomputing10.1007/s11227-017-1969-y74:11(5865-5888)Online publication date: 1-Nov-2018
    • (2016)Block I/O Accelerator Technique to Improve Data Access Performance based Linux Multiple DiskProceedings of the International Conference on Research in Adaptive and Convergent Systems10.1145/2987386.2987426(219-222)Online publication date: 11-Oct-2016
    • (2016)Hierarchical RAID's parity generation using pass-through GPU in multi virtual-machine environmentProceedings of the 2016 International Conference on Big Data and Smart Computing (BigComp)10.1109/BIGCOMP.2016.7425954(386-389)Online publication date: 18-Jan-2016
    • (2013)Using Markov models to estimate the reliability of RAID architectures2013 IEEE Long Island Systems, Applications and Technology Conference (LISAT)10.1109/LISAT.2013.6578246(1-5)Online publication date: May-2013
    • (2013)Workload Based Optimization Model for Parallel Disk SystemsProceedings of the 2013 10th International Conference on Information Technology: New Generations10.1109/ITNG.2013.34(206-209)Online publication date: 15-Apr-2013
    • (2013)Eco-StorageJournal of Signal Processing Systems10.1007/s11265-013-0784-972:3(165-180)Online publication date: 1-Sep-2013
    • Show More Cited By

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