Enabling a B+-tree-based data management scheme for key-value store over SMR-based SSHD

Yu Pei Liang, Tseng Yi Chen, Ching Ho Chi, Hsin Wen Wei, Wei Kuan Shih

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

Owing to the explosive growth of data volume, high areal density storage technologies have been proposed in the past few years. Among them, shingled magnetic recording (SMR) has been regarded as the most promising candidate to replace current conventional hard disk drive based on the perpendicular magnetic recording technology. However, SMR technology not only brings large capacity storage devices but also results in terrible random access performance. For increasing the random access performance of SMR, solid-state hybrid drive (SSHD) seems a possible solution in storage system development. Nevertheless, when an SMR-based SSHD is adopted to a large-scale data management system, a severe performance degeneration will happen because an indexing scheme for access efficiency always maintains data in the large-scale data management system. More specifically, jointly managing indexing keys and data values on an SSHD drive will result in the massive amount of write amplification because of read-merge-write operations and garbage collection processes. Based on such motivations, this work proposed a total solution, namely XsB+-tree, to establish a high-performance B+-tree-based data management scheme for key-value store systems. To the best of our knowledge, this work is the first work to discuss the total solution for the key-value store over an SMR-based SSHD. According to our experimental results, XsB+ -tree can improve the access time by 80% on average and prolong the lifetime of SSD up to 19%.

Original languageEnglish
Title of host publication2020 57th ACM/IEEE Design Automation Conference, DAC 2020
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781450367257
DOIs
StatePublished - Jul 2020
Event57th ACM/IEEE Design Automation Conference, DAC 2020 - Virtual, San Francisco, United States
Duration: 20 Jul 202024 Jul 2020

Publication series

NameProceedings - Design Automation Conference
Volume2020-July
ISSN (Print)0738-100X

Conference

Conference57th ACM/IEEE Design Automation Conference, DAC 2020
Country/TerritoryUnited States
CityVirtual, San Francisco
Period20/07/2024/07/20

Keywords

  • B-tree
  • Shingle Magnetic disk drive
  • SMR drive
  • Solid-state hard disk
  • SSHD

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