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DOI: 10.14569/IJACSA.2022.0130480
PDF

A Two-Stage Assessment Approach for QoS in Internet of Things based on Fuzzy Logic

Author 1: Mutasim Elsadig Adam
Author 2: Yasir Abdalgadir Ahmed Hamid

International Journal of Advanced Computer Science and Applications(IJACSA), Volume 13 Issue 4, 2022.

  • Abstract and Keywords
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Abstract: In the sphere of IoT, one of the most significant issues is quality of service (QoS), which is critical for both developers and customers. As a result, IoT platform developers are working to enhance models that will meet consumer expectations in terms of IoT services meeting their expected specified levels of quality. The multidimensional architecture of the IoT platform, combined with the ambiguous mindset of consumers' thinking, makes QoS evaluation a difficult process. As a result, this study seeks to solve these issues and proposes a new paradigm for assessing QoS in IoT ecosystems. The proposed approach evaluates QoS in two steps, with the goal of assessing QoS at all levels. To address the issue of uncertainty, the metric values and QoS were represented using a fuzzy logic method. The model correctly estimated the QoS for 50 services in the dataset, and the results show that 16 services are classed as high quality, while 25 are rated as medium quality and the rest rated as low quality.

Keywords: IoT; internet of things; QoS; quality of services; fuzzy logic; evaluate; assess

Mutasim Elsadig Adam and Yasir Abdalgadir Ahmed Hamid, “A Two-Stage Assessment Approach for QoS in Internet of Things based on Fuzzy Logic” International Journal of Advanced Computer Science and Applications(IJACSA), 13(4), 2022. http://dx.doi.org/10.14569/IJACSA.2022.0130480

@article{Adam2022,
title = {A Two-Stage Assessment Approach for QoS in Internet of Things based on Fuzzy Logic},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2022.0130480},
url = {http://dx.doi.org/10.14569/IJACSA.2022.0130480},
year = {2022},
publisher = {The Science and Information Organization},
volume = {13},
number = {4},
author = {Mutasim Elsadig Adam and Yasir Abdalgadir Ahmed Hamid}
}



Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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