Please use this identifier to cite or link to this item: http://dx.doi.org/10.14279/depositonce-12478
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Main Title: A Comparative Analysis of Multi-Criteria Decision-Making Methods for Resource Selection in Mobile Crowd Computing
Author(s): Pramanik, Pijush Kanti Dutta
Biswas, Sanjib
Pal, Saurabh
Marinković, Dragan
Choudhury, Prasenjit
Type: Article
Language Code: en
Abstract: In mobile crowd computing (MCC), smart mobile devices (SMDs) are utilized as computing resources. To achieve satisfactory performance and quality of service, selecting the most suitable resources (SMDs) is crucial. The selection is generally made based on the computing capability of an SMD, which is defined by its various fixed and variable resource parameters. As the selection is made on different criteria of varying significance, the resource selection problem can be duly represented as an MCDM problem. However, for the real-time implementation of MCC and considering its dynamicity, the resource selection algorithm should be time-efficient. In this paper, we aim to find out a suitable MCDM method for resource selection in such a dynamic and time-constraint environment. For this, we present a comparative analysis of various MCDM methods under asymmetric conditions with varying selection criteria and alternative sets. Various datasets of different sizes are used for evaluation. We execute each program on a Windows-based laptop and also on an Android-based smartphone to assess average runtimes. Besides time complexity analysis, we perform sensitivity analysis and ranking order comparison to check the correctness, stability, and reliability of the rankings generated by each method.
URI: https://depositonce.tu-berlin.de/handle/11303/13702
http://dx.doi.org/10.14279/depositonce-12478
Issue Date: 16-Sep-2021
Date Available: 11-Oct-2021
DDC Class: 600 Technik, Technologie
Subject(s): mobile cloud
mobile grid
dynamic resource selection
MCDM
entropy
EDAS
ARAS
MABAC
MARCOS
COPRAS
time complexity analysis
License: https://creativecommons.org/licenses/by/4.0/
Journal Title: Symmetry
Publisher: MDPI
Publisher Place: Basel
Volume: 13
Issue: 9
Article Number: 1713
Publisher DOI: 10.3390/sym13091713
EISSN: 2073-8994
Appears in Collections:FG Strukturmechanik und Strukturberechnung » Publications

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