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Main Title: Who's left behind? Measuring Adoption of Application Updates at Scale
Author(s): Rula, John P.
Richter, Philipp
Smaragdakis, Georgios
Berger, Arthur
Type: Conference Object
Language Code: en
Abstract: This work presents a large-scale, longitudinal measurement study on the adoption of application updates, enabling continuous reporting of potentially vulnerable software populations worldwide. Studying the factors impacting software currentness, we investigate and discuss the impact of the platform and its updating strategies on software currentness, device lock-in effects, as well as user behavior. Utilizing HTTP User-Agent strings from end-hosts, we introduce techniques to extract application and operating system information from myriad structures, infer version release dates of applications, and measure population adoption, at a global scale. To deal with loosely structured User-Agent data, we develop a semi-supervised method that can reliably extract application and version information for some 87% of requests served by a major CDN every day. Using this methodology, we track release and adoption dynamics of some 35,000 applications. Analyzing over three years of CDN logs, we show that vendors' update strategies and platforms have a significant effect on the adoption of application updates. Our results show that, on some platforms, up to 25% of requests originate from hosts running application versions that are out-of-date by more than 100 days, and 16% more than 300 days. We find pronounced differences across geographical regions, and overall, less developed regions are more likely to have out-of-date software versions. Though, for every country, we find that at least 10% of requests reaching the CDN run software that is out-of-date by more than three months.
Issue Date: 27-Oct-2020
Date Available: 8-Jun-2021
DDC Class: 000 Informatik, Informationswissenschaft, allgemeine Werke
Subject(s): network measurement
software updates
Sponsor/Funder: EC/H2020/679158/EU/Resolving the Tussle in the Internet: Mapping, Architecture, and Policy Making/ResolutioNet
Proceedings Title: Proceedings of the ACM Internet Measurement Conference (IMC 2020)
Publisher: Association for Computing Machinery (ACM)
Publisher Place: New York, NY
Publisher DOI: 10.1145/3419394.3423656
Page Start: 710
Page End: 723
ISBN: 978-1-4503-8138-3
Appears in Collections:FG Internet Measurement and Analysis (IMA) » Publications

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