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http://hdl.handle.net/10125/71489
A Simulation-based Performance Evaluation of Heuristics for Dew Computing
Item Summary
Title: | A Simulation-based Performance Evaluation of Heuristics for Dew Computing |
Authors: | Hirsch, Matias Mateos, Cristian Zunino, Alejandro Majchrzak, Tim A. Grønli, Tor-Morten show 1 moreKaindl, Hermann show less |
Keywords: | Software Development for Mobile Devices, the Internet-of-Things, and Cyber-Physical Systems dew computing edge computing job scheduling mobile devices show 1 morescheduling heuristics show less |
Date Issued: | 05 Jan 2021 |
Abstract: | The evolution of smartphones allows the continuous exploitation of computing resources. This increasingly applies also to distributed environments as exemplified through utilization of network router loads in edge computing and fog computing. Combining cloud computing and mobile smart devices in dew computing contexts enables new techniques for resource utilization, data collection and data processing. However, new challenges regarding job scheduling arise. Smartphones may be used in ad-hoc networks in this context, but their heterogeneity and energy usage must be considered. We propose novel heuristics for performance measuring of distributed computing systems integrated with mobile devices and compare them with previous heuristics in a simulation environment. Our results show an overall improvement in job completion and load balancing metrics compared to previous approaches. They highlight the usefulness of pursuing this research stream for aiming at industrial implementation and evaluation. |
Pages/Duration: | 10 pages |
URI: | http://hdl.handle.net/10125/71489 |
ISBN: | 978-0-9981331-4-0 |
DOI: | 10.24251/HICSS.2021.868 |
Rights: | Attribution-NonCommercial-NoDerivatives 4.0 International https://creativecommons.org/licenses/by-nc-nd/4.0/ |
Appears in Collections: |
Software Development for Mobile Devices, the Internet-of-Things, and Cyber-Physical Systems |
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