research-article

Experience from Two Years of Visualizing Flash with SSDPlayer

Authors:

Roman ShorAuthors Info & Claims

ACM Transactions on Storage (TOS), Volume 13, Issue 4

Article No.: 31, Pages 1 - 24

https://doi.org/10.1145/3149356

Published: 17 November 2017 Publication History

Abstract

Data visualization is a thriving field of computer science, with widespread impact on diverse scientific disciplines, from medicine and meteorology to visual data mining. Advances in large-scale storage systems, as well as low-level storage technology, played a significant role in accelerating the applicability and adoption of modern visualization techniques. Ironically, “the cobbler’s children have no shoes”: Researchers who wish to analyze storage systems and devices are usually limited to a variety of static histograms and basic displays.

The dynamic nature of data movement on flash has motivated the introduction of SSDPlayer, a graphical tool for visualizing the various processes that cause data movement on solid-state drives (SSDs). In 2015, we used the initial version of SSDPlayer to demonstrate how visualization can assist researchers and developers in their understanding of modern, complex flash-based systems. While we continued to use SSDPlayer for analysis purposes, we found it extremely useful for education and presentation purposes as well. In this article, we describe our experience from two years of using, sharing, and extending SSDPlayer and how similar techniques can further advance storage systems research and education.

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Cited By

Cheng WLuo MZeng LWang YBrinkmann A(2022)Lifespan-based garbage collection to improve SSD's reliability and performanceJournal of Parallel and Distributed Computing10.1016/j.jpdc.2022.02.006164:C(28-39)Online publication date: 18-May-2022
https://dl.acm.org/doi/10.1016/j.jpdc.2022.02.006
Jaffer SMahdaviani KSchroeder BBadam AChidambaram V(2020)Rethinking WOM codes to enhance the lifetime in new SSD generationsProceedings of the 12th USENIX Conference on Hot Topics in Storage and File Systems10.5555/3488733.3488742(9-9)Online publication date: 13-Jul-2020
https://dl.acm.org/doi/10.5555/3488733.3488742

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Published In

cover image ACM Transactions on Storage

ACM Transactions on Storage Volume 13, Issue 4

Special Issue on MSST 2017 and Regular Papers

November 2017

329 pages

ISSN:1553-3077

EISSN:1553-3093

DOI:10.1145/3160863

Editor:
Sam H. Noh
Ulsan National Institute of Science and Technology, Ulsan, Korea

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Copyright © 2017 ACM.

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Publication History

Published: 17 November 2017

Accepted: 01 September 2017

Received: 01 July 2017

Published in TOS Volume 13, Issue 4

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Cheng WLuo MZeng LWang YBrinkmann A(2022)Lifespan-based garbage collection to improve SSD's reliability and performanceJournal of Parallel and Distributed Computing10.1016/j.jpdc.2022.02.006164:C(28-39)Online publication date: 18-May-2022
https://dl.acm.org/doi/10.1016/j.jpdc.2022.02.006
Jaffer SMahdaviani KSchroeder BBadam AChidambaram V(2020)Rethinking WOM codes to enhance the lifetime in new SSD generationsProceedings of the 12th USENIX Conference on Hot Topics in Storage and File Systems10.5555/3488733.3488742(9-9)Online publication date: 13-Jul-2020
https://dl.acm.org/doi/10.5555/3488733.3488742

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