Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment

Zahra Ali; Abdul Ahad; Ibraheem Shayea; Ivan Miguel Pires

doi:10.1109/WINCOM59760.2023.10322889

Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment

Zahra Ali^*
, Abdul Ahad
, Ibraheem Shayea
, Ivan Miguel Pires

^*Bu çalışma için yazışmadan sorumlu yazar

Elektrik-Elektronik Fakültesi

Kohat University of Science and Technology
Northwestern Polytechnical University Xian
Istanbul Technical University
Instituto de Telecomuniocações
University of Aveiro

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

1 Atıf (Scopus)

Özet

The search for a reliable cloud service provider has become increasingly complex due to the increasing reliance on them. Researchers have developed a multi-criteria decision-making (MCDM) method, including the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for ranking. However, the selection process often relies on only a few aspects of service quality, known as Quality of Service (QoS) parameters. This research proposes a comprehensive methodology, using the Consensus Assessment Initiative Questionnaire (CAIQ) to select standardized QoS parameters and then applying the MCDM method, incorporating TOPSIS, to rank cloud service providers based on their performance. This approach aims to improve the accuracy and reliability of the selection process, enabling individuals and organizations to confidently identify and choose the most trustworthy cloud service providers for their specific needs.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023
Editörler	Khalil Ibrahimi, Mohamed El Kamili, Abdellatif Kobbane, Ibraheem Shayea
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9798350329674
DOI'lar	https://doi.org/10.1109/WINCOM59760.2023.10322889
Yayın durumu	Yayınlandı - 2023
Etkinlik	10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023 - Istanbul, Türkiye Süre: 26 Eki 2023 → 28 Eki 2023

Yayın serisi

Adı	Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023
Ülke/Bölge	Türkiye
Şehir	Istanbul
Periyot	26/10/23 → 28/10/23

Bibliyografik not

Publisher Copyright:
© 2023 IEEE.

Belgeye Erişim

10.1109/WINCOM59760.2023.10322889

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Ali, Z., Ahad, A., Shayea, I., & Pires, I. M. (2023). Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment. In K. Ibrahimi, M. El Kamili, A. Kobbane, & I. Shayea (Eds.), Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023 (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WINCOM59760.2023.10322889

Ali, Zahra ; Ahad, Abdul ; Shayea, Ibraheem et al. / Improving Accuracy in Cloud Service Provider Ranking : Integrating TOPSIS with CAIQ-based QoS Assessment. Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. editör / Khalil Ibrahimi ; Mohamed El Kamili ; Abdellatif Kobbane ; Ibraheem Shayea. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023).

@inproceedings{6ba38f6b39d1401aae4403aeab5a087b,

title = "Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment",

abstract = "The search for a reliable cloud service provider has become increasingly complex due to the increasing reliance on them. Researchers have developed a multi-criteria decision-making (MCDM) method, including the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for ranking. However, the selection process often relies on only a few aspects of service quality, known as Quality of Service (QoS) parameters. This research proposes a comprehensive methodology, using the Consensus Assessment Initiative Questionnaire (CAIQ) to select standardized QoS parameters and then applying the MCDM method, incorporating TOPSIS, to rank cloud service providers based on their performance. This approach aims to improve the accuracy and reliability of the selection process, enabling individuals and organizations to confidently identify and choose the most trustworthy cloud service providers for their specific needs.",

keywords = "MCDM, Multi-criteria decision-making, TOPSIS, heterogeneous QoS",

author = "Zahra Ali and Abdul Ahad and Ibraheem Shayea and Pires, \{Ivan Miguel\}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023 ; Conference date: 26-10-2023 Through 28-10-2023",

year = "2023",

doi = "10.1109/WINCOM59760.2023.10322889",

language = "English",

series = "Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Khalil Ibrahimi and \{El Kamili\}, Mohamed and Abdellatif Kobbane and Ibraheem Shayea",

booktitle = "Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023",

address = "United States",

}

Ali, Z, Ahad, A, Shayea, I & Pires, IM 2023, Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment. in K Ibrahimi, M El Kamili, A Kobbane & I Shayea (eds), Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023, Institute of Electrical and Electronics Engineers Inc., 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023, Istanbul, Türkiye, 26/10/23. https://doi.org/10.1109/WINCOM59760.2023.10322889

Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment. / Ali, Zahra; Ahad, Abdul; Shayea, Ibraheem et al.
Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. ed. / Khalil Ibrahimi; Mohamed El Kamili; Abdellatif Kobbane; Ibraheem Shayea. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Improving Accuracy in Cloud Service Provider Ranking

T2 - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

AU - Ali, Zahra

AU - Ahad, Abdul

AU - Shayea, Ibraheem

AU - Pires, Ivan Miguel

PY - 2023

Y1 - 2023

N2 - The search for a reliable cloud service provider has become increasingly complex due to the increasing reliance on them. Researchers have developed a multi-criteria decision-making (MCDM) method, including the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for ranking. However, the selection process often relies on only a few aspects of service quality, known as Quality of Service (QoS) parameters. This research proposes a comprehensive methodology, using the Consensus Assessment Initiative Questionnaire (CAIQ) to select standardized QoS parameters and then applying the MCDM method, incorporating TOPSIS, to rank cloud service providers based on their performance. This approach aims to improve the accuracy and reliability of the selection process, enabling individuals and organizations to confidently identify and choose the most trustworthy cloud service providers for their specific needs.

AB - The search for a reliable cloud service provider has become increasingly complex due to the increasing reliance on them. Researchers have developed a multi-criteria decision-making (MCDM) method, including the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for ranking. However, the selection process often relies on only a few aspects of service quality, known as Quality of Service (QoS) parameters. This research proposes a comprehensive methodology, using the Consensus Assessment Initiative Questionnaire (CAIQ) to select standardized QoS parameters and then applying the MCDM method, incorporating TOPSIS, to rank cloud service providers based on their performance. This approach aims to improve the accuracy and reliability of the selection process, enabling individuals and organizations to confidently identify and choose the most trustworthy cloud service providers for their specific needs.

KW - MCDM

KW - Multi-criteria decision-making

KW - TOPSIS

KW - heterogeneous QoS

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U2 - 10.1109/WINCOM59760.2023.10322889

DO - 10.1109/WINCOM59760.2023.10322889

M3 - Conference contribution

AN - SCOPUS:85179505766

T3 - Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

BT - Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

A2 - Ibrahimi, Khalil

A2 - El Kamili, Mohamed

A2 - Kobbane, Abdellatif

A2 - Shayea, Ibraheem

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 26 October 2023 through 28 October 2023

ER -

Ali Z, Ahad A, Shayea I, Pires IM. Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment. In Ibrahimi K, El Kamili M, Kobbane A, Shayea I, editörler, Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023). doi: 10.1109/WINCOM59760.2023.10322889

Improving Accuracy in Cloud Service Provider Ranking: Integrating TOPSIS with CAIQ-based QoS Assessment

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