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Strategies for sound internet measurement

Author:

Vern PaxsonAuthors Info & Claims

IMC '04: Proceedings of the 4th ACM SIGCOMM conference on Internet measurement

Pages 263 - 271

https://doi.org/10.1145/1028788.1028824

Published: 25 October 2004 Publication History

Abstract

Conducting an Internet measurement study in a sound fashion can be much more difficult than it might first appear. We present a number of strategies drawn from experiences for avoiding or overcoming some of the pitfalls. In particular, we discuss dealing with errors and inaccuracies; the importance of associating <i>meta-data</i> with measurements; the technique of calibrating measurements by examining outliers and testing for consistencies; difficulties that arise with large-scale measurements; the utility of developing a discipline for reliably reproducing analysis results; and issues with making datasets publicly available. We conclude with thoughts on the sorts of tools and community practices that can assist researchers with conducting sound measurement studies.

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Cited By

Le Pochat VJoosen W(2023)Analyzing Cyber Security Research Practices through a Meta-Research FrameworkProceedings of the 16th Cyber Security Experimentation and Test Workshop10.1145/3607505.3607523(64-74)Online publication date: 7-Aug-2023
https://dl.acm.org/doi/10.1145/3607505.3607523
Demir NGroße-Kampmann MUrban TWressnegger CHolz TPohlmann N(2022)Reproducibility and Replicability of Web Measurement StudiesProceedings of the ACM Web Conference 202210.1145/3485447.3512214(533-544)Online publication date: 25-Apr-2022
https://dl.acm.org/doi/10.1145/3485447.3512214
Hoque MRao ATarkoma S(2021)Network and Application Performance Measurement Challenges on Android DevicesACM SIGMETRICS Performance Evaluation Review10.1145/3453953.345395548:3(6-11)Online publication date: 5-Mar-2021
https://dl.acm.org/doi/10.1145/3453953.3453955
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Index Terms

Strategies for sound internet measurement
1. Networks
  1. Network protocols
    1. Transport protocols
  2. Network types
    1. Public Internet

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Published In

cover image ACM Conferences

IMC '04: Proceedings of the 4th ACM SIGCOMM conference on Internet measurement

October 2004

386 pages

ISBN:1581138210

DOI:10.1145/1028788

General Chair:
Alfio Lombardo
U. Catania
,
Program Chair:
Jim Kurose
University of Massachusetts

Copyright © 2004 ACM.

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: 25 October 2004

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IMC04

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IMC04: Internet Measurement Conference

October 25 - 27, 2004

Taormina, Sicily, Italy

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Overall Acceptance Rate 277 of 1,083 submissions, 26%

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Cited By

Le Pochat VJoosen W(2023)Analyzing Cyber Security Research Practices through a Meta-Research FrameworkProceedings of the 16th Cyber Security Experimentation and Test Workshop10.1145/3607505.3607523(64-74)Online publication date: 7-Aug-2023
https://dl.acm.org/doi/10.1145/3607505.3607523
Demir NGroße-Kampmann MUrban TWressnegger CHolz TPohlmann N(2022)Reproducibility and Replicability of Web Measurement StudiesProceedings of the ACM Web Conference 202210.1145/3485447.3512214(533-544)Online publication date: 25-Apr-2022
https://dl.acm.org/doi/10.1145/3485447.3512214
Hoque MRao ATarkoma S(2021)Network and Application Performance Measurement Challenges on Android DevicesACM SIGMETRICS Performance Evaluation Review10.1145/3453953.345395548:3(6-11)Online publication date: 5-Mar-2021
https://dl.acm.org/doi/10.1145/3453953.3453955
Calzarossa MMassari LTessera DBourcier JJiang ZBezemer CCortellessa V(2021)Performance Monitoring GuidelinesCompanion of the ACM/SPEC International Conference on Performance Engineering10.1145/3447545.3451195(109-114)Online publication date: 19-Apr-2021
https://dl.acm.org/doi/10.1145/3447545.3451195
Aqeel WChandrasekaran BFeldmann AMaggs B(2020)On Landing and Internal Web PagesProceedings of the ACM Internet Measurement Conference10.1145/3419394.3423626(680-695)Online publication date: 27-Oct-2020
https://dl.acm.org/doi/10.1145/3419394.3423626
Díaz-Verdejo JEstepa AEstepa RMadinabeitia GMuñoz-Calle F(2020)A methodology for conducting efficient sanitization of HTTP training datasetsFuture Generation Computer Systems10.1016/j.future.2020.03.033109(67-82)Online publication date: Aug-2020
https://doi.org/10.1016/j.future.2020.03.033
Wullink MMoura GHesselman C(2018)Dmap: Automating Domain Name Ecosystem Measurements and Applications2018 Network Traffic Measurement and Analysis Conference (TMA)10.23919/TMA.2018.8506521(1-8)Online publication date: Jun-2018
https://doi.org/10.23919/TMA.2018.8506521
Bulatov A(2018)Constraint satisfaction problemsACM SIGLOG News10.1145/3292048.32920505:4(4-24)Online publication date: 12-Nov-2018
https://dl.acm.org/doi/10.1145/3292048.3292050
Scheitle QHohlfeld OGamba JJelten JZimmermann TStrowes SVallina-Rodriguez N(2018)A Long Way to the TopProceedings of the Internet Measurement Conference 201810.1145/3278532.3278574(478-493)Online publication date: 31-Oct-2018
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Talasila PKakrambe MRai ASanty SGoveas NDeshpande B(2018)BITS DarshiniProceedings of the 19th International Conference on Distributed Computing and Networking10.1145/3154273.3154316(1-10)Online publication date: 4-Jan-2018
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