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The Storage Performance Analyzer: Measuring, Monitoring, and Modeling of I/O Performance in Virtualized Environments (Invited Demonstration Paper)

Published: 31 January 2015 Publication History

Abstract

The ever-increasing I/O resource demands pose significant challenges for today's system environments to meet performance requirements. The resource demand effects are even magnified in modern virtualized environments where workloads are consolidated to save hardware and operating costs. Tool-supported analysis approaches can help to understand I/O performance characteristics and avoid I/O performance and interference issues. In this demo paper, we present the Storage Performance Analyzer (SPA) - a tool for automated I/O performance analysis. SPA is equipped with tailored features for virtualized environments allowing to measure, monitor, and model both I/O performance and interference effects in modern environments. SPA is open-source and available for common operating systems.

References

[1]
The Storage Performance Analyzer (SPA). http://storageperformanceanalyzer.github.io/SPA/.
[2]
Qais Noorshams, Samuel Kounev, and Ralf Reussner. Experimental Evaluation of the Performance-Influencing Factors of Virtualized Storage Systems. In EPEW '12.
[3]
Qais Noorshams, Dominik Bruhn, Samuel Kounev, and Ralf Reussner. Predictive Performance Modeling of Virtualized Storage Systems using Optimized Statistical Regression Techniques. In ICPE '13.
[4]
Qais Noorshams, Kiana Rostami, Samuel Kounev, Petr Tuma, and Ralf Reussner. I/O Performance Modeling of Virtualized Storage Systems. In MASCOTS '13.
[5]
Qais Noorshams, Axel Busch, Andreas Rentschler, Dominik Bruhn, Samuel Kounev, Petr Tuma, and Ralf Reussner. Automated Modeling of I/O Performance and Interference Effects in Virtualized Storage Systems. In DCPerf '14.
[6]
Qais Noorshams, Roland Reeb, Andreas Rentschler, Samuel Kounev, and Ralf Reussner. Enriching software architecture models with statistical models for performance prediction in modern storage environments. In CBSE '14.
[7]
Qais Noorshams, Kiana Rostami, Samuel Kounev, and Ralf Reussner. Modeling of I/O Performance Interference in Virtualized Environments with Queueing Petri Nets. In MASCOTS '14.
[8]
Axel Busch, Qais Noorshams, Samuel Kounev, Anne Koziolek, Ralf Reussner, and Erich Amrehn. Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments. In ICPE '15.

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  1. The Storage Performance Analyzer: Measuring, Monitoring, and Modeling of I/O Performance in Virtualized Environments (Invited Demonstration Paper)

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          cover image ACM Conferences
          ICPE '15: Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering
          January 2015
          366 pages
          ISBN:9781450332484
          DOI:10.1145/2668930
          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.

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          Association for Computing Machinery

          New York, NY, United States

          Publication History

          Published: 31 January 2015

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          Author Tags

          1. automation
          2. i/o
          3. measuring
          4. modeling
          5. monitoring
          6. performance
          7. storage
          8. tool
          9. virtualization

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          • Invited-talk

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          ICPE'15
          Sponsor:
          ICPE'15: ACM/SPEC International Conference on Performance Engineering
          January 28 - February 4, 2015
          Texas, Austin, USA

          Acceptance Rates

          ICPE '15 Paper Acceptance Rate 23 of 74 submissions, 31%;
          Overall Acceptance Rate 252 of 851 submissions, 30%

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