A Simulation-based Performance Evaluation of Heuristics for Dew Computing

dc.contributor.author Hirsch, Matias
dc.contributor.author Mateos, Cristian
dc.contributor.author Zunino, Alejandro
dc.contributor.author Majchrzak, Tim A.
dc.contributor.author Grønli, Tor-Morten
dc.contributor.author Kaindl, Hermann
dc.date.accessioned 2020-12-24T20:30:20Z
dc.date.available 2020-12-24T20:30:20Z
dc.date.issued 2021-01-05
dc.description.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.
dc.format.extent 10 pages
dc.identifier.doi 10.24251/HICSS.2021.868
dc.identifier.isbn 978-0-9981331-4-0
dc.identifier.uri http://hdl.handle.net/10125/71489
dc.language.iso English
dc.relation.ispartof Proceedings of the 54th Hawaii International Conference on System Sciences
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.uri https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject Software Development for Mobile Devices, the Internet-of-Things, and Cyber-Physical Systems
dc.subject dew computing
dc.subject edge computing
dc.subject job scheduling
dc.subject mobile devices
dc.subject scheduling heuristics
dc.title A Simulation-based Performance Evaluation of Heuristics for Dew Computing
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