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Lessons Learned while Trying to Reproduce the OpenRF Experiment

Published: 11 August 2017 Publication History

Abstract

Evaluating and comparing performance of wireless systems, like for any other scientific area, requires the ability to reproduce experimental results. In this paper, we describe the specific issues that we encountered when focusing on reproducing the experiments described in a paper related to wireless systems. We selected the OpenRF paper published in SIGCOMM 2013, a very interesting research work allowing to perform beamforming on commodity WiFi devices. We illustrate how reproducibility is strongly dependent on the used hardware, and why an extensive knowledge of the used hardware and its design is necessary. On the basis of this experience, we propose some recommendations and lessons for the design of reproducible wireless experiments.

References

[1]
Swarun Kumar, Diego Cifuentes, Shyamnath Gollakota, and Dina Katabi. Bringing cross-layer mimo to today's wireless lans. SIGCOMM Comput. Commun. Rev., 43(4):387--398, August 2013.
[2]
IEEE Standard for Information technology (2009). Local and metropolitan area networks---Specific requirements---Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications Amendment 5: Enhancements for Higher Throughput, IEEE Std 802.11n-2009, Oct 2009.
[3]
Daniel Chaim Halperin, Wenju Hu, Anmol Sheth, and David Wetherall. Tool Release: Gathering 802.11N Traces with Channel State Information. ACM CCR, 41(1):53--53, Jan 2011.

Cited By

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  • (2019)Walker: DevOps Inspired Workflow for ExperimentationIEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)10.1109/INFCOMW.2019.8845199(277-282)Online publication date: Apr-2019
  • (2018)nepi-ngProceedings of the 12th International Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization10.1145/3267204.3267213(56-65)Online publication date: 1-Oct-2018
  • (2018)Thoughts and Recommendations from the ACM SIGCOMM 2017 Reproducibility WorkshopACM SIGCOMM Computer Communication Review10.1145/3211852.321186348:1(70-74)Online publication date: 27-Apr-2018

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  1. Lessons Learned while Trying to Reproduce the OpenRF Experiment

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    cover image ACM Conferences
    Reproducibility '17: Proceedings of the Reproducibility Workshop
    August 2017
    31 pages
    ISBN:9781450350600
    DOI:10.1145/3097766
    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 the author(s) 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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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 11 August 2017

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    1. Reproducibility

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    • Short-paper
    • Research
    • Refereed limited

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    SIGCOMM '17
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    SIGCOMM '17: ACM SIGCOMM 2017 Conference
    August 25, 2017
    CA, Los Angeles, USA

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    View all
    • (2019)Walker: DevOps Inspired Workflow for ExperimentationIEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)10.1109/INFCOMW.2019.8845199(277-282)Online publication date: Apr-2019
    • (2018)nepi-ngProceedings of the 12th International Workshop on Wireless Network Testbeds, Experimental Evaluation & Characterization10.1145/3267204.3267213(56-65)Online publication date: 1-Oct-2018
    • (2018)Thoughts and Recommendations from the ACM SIGCOMM 2017 Reproducibility WorkshopACM SIGCOMM Computer Communication Review10.1145/3211852.321186348:1(70-74)Online publication date: 27-Apr-2018

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