UPSI Digital Repository (UDRep)
Start | FAQ | About
Menu Icon

QR Code Link :

Type :article
Subject :T Technology (General)
ISSN :2462-1943
Main Author :Muhamad Hariz Muhamad Adnan
Title :Model of an intelligent and automated negotiation agent for the service level agreement negotiation process in cloud computing
Place of Production :Tanjung Malim
Publisher :Fakulti Komputeran dan Meta Teknologi
Year of Publication :2023
Notes :Journal of Advanced Research in Applied Sciences and Engineering Technology
Corporate Name :Universiti Pendidikan Sultan Idris
HTTP Link :Click to view web link

Abstract : Universiti Pendidikan Sultan Idris
With the help of an intelligent agent, a cloud service provider (CSP) offers various services and resources to their customers over the internet. Consumers and CSPs in the cloud market are in a constant state of negotiation over their individual needs. Competition among CSPs is fierce because of the enormous number of CSPs in the market. Intelligent negotiation agents are highly demanding as a timesaving and success rate-enhancing tool. While negotiating, multiple attributes such as price, resources, reliability, CSP performance, utility value, and many more are considered. Theres increased false negotiations, faulty servers, and exorbitant fees are all issues arising because of the forever changing CSP market. An intelligent and automated negotiation agent (IANA) understands the conduct of the opponent and the needs of both parties. This need of users and CSP information is utilized in negotiations to find the best possible delivery of services between the customer and the CSP. As a result of the proposed design, negotiations are expedited, and there is a higher success rate and better oversight of service delivery. 2023, Penerbit Akademia Baru. All rights reserved.

References

Buyya, Rajkumar, James Broberg, and Andrzej M. Goscinski, eds. Cloud computing: Principles and paradigms. John Wiley & Sons, 2010.  ttps://doi.org/10.1002/9780470940105

Shojaiemehr, Bahador, Amir Masoud Rahmani, and Nooruldeen Nasih Qader. "Cloud computing service negotiation: A systematic review." Computer Standards & Interfaces 55 (2018): 196-206. https://doi.org/10.1016/j.csi.2017.08.006

Kumar, Rishi, Mohd Fadzil Hassan, and Muhamad Hariz M. Adnan. "A Principled Design of Intelligent Agent for the SLA negotiation process in cloud computing." In 2022 2nd International Conference on Computing and Information Technology (ICCIT), pp. 383-387. IEEE, 2022. https://doi.org/10.1109/ICCIT52419.2022.9711663

Kumar, Rishi, Mohd Fadzil Hassan, and Muhamad Hariz M. Adnan. "Intelligent negotiation agent architecture for SLA negotiation process in cloud computing." In Proceedings of International Conference on Machine Intelligence and Data Science Applications: MIDAS 2020, pp. 771-778. Springer Singapore, 2021. https://doi.org/10.1007/978-981-33-4087-9_62

Kumar, Rishi, Mohd Fadzil Hassan, and Muhamad Hariz M. Adnan. "Analysis of Intelligent Agent and Its Components for the SLA Negotiation Process in Cloud Computing." In International Conference on Artificial Intelligence for Smart Community: AISC 2020, 17–18 December, Universiti Teknologi Petronas, Malaysia, pp. 547-552. Singapore: Springer Nature Singapore, 2022. https://doi.org/10.1007/978-981-16-2183-3_51

Kumar, Rishi, Mohd Fadzil Hassan, Muhamad Hariz Muhamad Adnan, Saurabh Shukla, Sohail Safdar, Muhammad Aasim Qureshi, and Abdel-Haleem Abdel-Aty. "A user-priorities-based strategy for three-phase intelligent recommendation and negotiating agents for cloud services." IEEE Access 11 (2023): 26932-26944. https://doi.org/10.1109/ACCESS.2023.3254552

Shojaiemehr, Bahador, Amir Masoud Rahmani, and Nooruldeen Nasih Qader. "A three-phase process for SLA negotiation of composite cloud services." Computer Standards & Interfaces 64 (2019): 85-95. https://doi.org/10.1016/j.csi.2019.01.001

Shojaiemehr, Bahador, Amir Masoud Rahmani, and Nooruldeen Nasih Qader. "Automated negotiation for ensuring composite service requirements in cloud computing." Journal of Systems Architecture 99 (2019): 101632. https://doi.org/10.1016/j.sysarc.2019.08.005

Shojaiemehr, Bahador, and Marjan Kuchaki Rafsanjani. "A supplier offer modification approach based on fuzzy systems for automated negotiation in e-commerce." Information Systems Frontiers 20 (2018): 143-160. https://doi.org/10.1007/s10796-016-9688-0

Elhabbash, Abdessalam, Faiza Samreen, James Hadley, and Yehia Elkhatib. "Cloud brokerage: A systematic survey." ACM Computing Surveys (CSUR) 51, no. 6 (2019): 1-28. https://doi.org/10.1145/3274657

Adnan, Muhamad Hariz, Mohd Fadzil Hassan, Izzatdin Abdul Aziz, and Nuraini Abdul Rashid. "A survey and future vision of double auctions-based autonomous cloud service negotiations." In Recent Trends in Data Science and Soft Computing: Proceedings of the 3rd International Conference of Reliable Information and Communication Technology (IRICT 2018), pp. 488-498. Springer International Publishing, 2019. https://doi.org/10.1007/978-3-319-99007-1_46

Adnan, Muhamad Hariz Muhamad. "An Overview of Current Multi-Attribute Techniques in Double Auction Frameworks." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12, no. 3 (2021): 877-883. https://doi.org/10.17762/turcomat.v12i3.798

Adnan, Muhamad Hariz Muhamad, Mohd Fadzil Hassan, and Nurul Akhmal Mohd Zulkefli. "A framework of heterogeneous cloud service and multi attributes negotiation using double auction." International Journal 9, no. 3 (2020). https://doi.org/10.30534/ijatcse/2020/220932020

Akbar, Rehan, Mohd Fadzil Hassan, Sohail Safdar, and Muhammad Aasim Qureshi. "Client's perspective: realization as a new generation process for software project development and management." In 2010 Second International Conference on Communication Software and Networks, pp. 191-195. IEEE, 2010. https://doi.org/10.1109/ICCSN.2010.96

Akbar, Rehan, Mohd Fadzil Hassan, and Azrai Abdullah. "A framework of software process tailoring for small and medium size IT companies." In 2012 International Conference on Computer & Information Science (ICCIS), vol. 2, pp. 914-918. IEEE, 2012. https://doi.org/10.1109/ICCISci.2012.6297156

Labidi, Taher, Achraf Mtibaa, Walid Gaaloul, and Faiez Gargouri. "Cloud SLA negotiation and re‐negotiation: An ontology‐based context‐aware approach." Concurrency and Computation: Practice and Experience 32, no. 15 (2020): e5315. https://doi.org/10.1002/cpe.5315

Zhao, Yali, Rodrigo N. Calheiros, Graeme Gange, James Bailey, and Richard O. Sinnott. "SLA-based profit optimization resource scheduling for big data analytics-as-a-service platforms in cloud computing environments." IEEE Transactions on Cloud Computing 9, no. 3 (2018): 1236-1253. https://doi.org/10.1109/TCC.2018.2889956

Buyya, Rajkumar, Satish Narayana Srirama, Giuliano Casale, Rodrigo Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe et al., "A manifesto for future generation cloud computing: Research directions for the next decade." ACM computing surveys (CSUR) 51, no. 5 (2018): 1-38. https://doi.org/10.1145/3241737

Rivera, Wilson, ed. Sustainable cloud and energy services: Principles and practice. Springer, 2017. https://doi.org/10.1007/978-3-319-62238-5

Sim, Kwang Mong. "Agent-based approaches for intelligent intercloud resource allocation." IEEE Transactions on Cloud Computing 7, no. 2 (2016): 442-455. https://doi.org/10.1109/TCC.2016.2628375

Paputungan, Irving Vitra, Ahmad Fadzil Mohamad Hani, Mohd Fadzil Hassan, and Vijanth S. Asirvadam. "Real-time and proactive SLA renegotiation for a cloud-based system." IEEE Systems Journal 13, no. 1 (2018): 400-411. https://doi.org/10.1109/JSYST.2018.2805293

Rajavel, Rajkumar, Sathish Kumar Ravichandran, and G. R. Kanagachidambaresan. "Agent-based cloud service negotiation architecture using similarity grouping approach." International Journal of Wavelets, Multiresolution and Information Processing 18, no. 01 (2020): 1941015. https://doi.org/10.1142/S0219691319410157

Savaglio, Claudio, Maria Ganzha, Marcin Paprzycki, Costin Bădică, Mirjana Ivanović, and Giancarlo Fortino. "Agent-based Internet of Things: State-of-the-art and research challenges." Future Generation Computer Systems 102 (2020): 1038-1053. https://doi.org/10.1016/j.future.2019.09.016

De la Prieta, Fernando, Sara Rodríguez-González, Pablo Chamoso, Juan Manuel Corchado, and Javier Bajo. "Survey of agent-based cloud computing applications." Future generation computer systems 100 (2019): 223-236. https://doi.org/10.1016/j.future.2019.04.037

Rajavel, Rajkumar, and Mala Thangarathinam. "ADSLANF: A negotiation framework for cloud management systems using a bulk negotiation behavioral learning approach." Turkish Journal of Electrical Engineering and Computer Sciences 25, no. 1 (2017): 563-590. https://doi.org/10.3906/elk-1403-45


This material may be protected under Copyright Act which governs the making of photocopies or reproductions of copyrighted materials.
You may use the digitized material for private study, scholarship, or research.

Back to previous page

Installed and configured by Bahagian Automasi, Perpustakaan Tuanku Bainun, Universiti Pendidikan Sultan Idris
If you have enquiries, kindly contact us at pustakasys@upsi.edu.my or 016-3630263. Office hours only.