Towards an adaptive OS noise mitigation technique for microbenchmarking on mobile platforms

Rehn, Adam, Hamilton, John, and Holdsworth, Jason (2014) Towards an adaptive OS noise mitigation technique for microbenchmarking on mobile platforms. In: Proceedings of the Fourteenth International Conference on Electronic Business and the First Global Conference on Internet and Information Systems, pp. 263-269. From: Fourteenth International Conference on Electronic Business and Fourteenth International Conference on Electronic Business and the First Global Conference on Internet and Information Systems, 8-12 December 2014, Taipei, Taiwan.

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Abstract

This study investigates levels of Operating System (OS) noise on Apple iPad mobile devices. OS noise causes variations in application performance that interfere with microbenchmark results. OS noise manifests in collected data through extreme outliers and variations in skewness. Using our collected data, we develop an iterative, semi-automated outlier removal process for OS noise profiles. The profiles generated by outlier removal represent the first step toward an adaptive noise mitigation technique for use in microbenchmarking for mobile platforms.

Item ID: 34948
Item Type: Conference Item (Refereed Research Paper - E1)
Keywords: benchmark; outlier removal; operating system noise; jitter; mobile; microbenchmark
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ISSN: 1683-0040
Research Data: http://dx.doi.org/10.4225/28/58378493d8dfd
Date Deposited: 30 Mar 2015 23:09
FoR Codes: 15 COMMERCE, MANAGEMENT, TOURISM AND SERVICES > 1503 Business and Management > 150302 Business Information Systems @ 100%
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8999 Other Information and Communication Services > 899999 Information and Communication Services not elsewhere classified @ 100%
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