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2020 | OriginalPaper | Buchkapitel

Resources Allocation in Cloud Computing: A Survey

verfasst von : Karima Saidi, Ouassila Hioual, Abderrahim Siam

Erschienen in: Smart Energy Empowerment in Smart and Resilient Cities

Verlag: Springer International Publishing

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Abstract

Cloud Computing is a model in which resources (Computing, Networking, Storage…) are consumed on any utility such as computing power, storage space, servers and applications. With the growing of the Cloud resources demand and the user’s number, the need of the quality of service and the resources allocation become a crucial challenge. This paper presents the challenges of resource allocation and some recent contributions to minimize them, hence the need for paper reviews and surveys to identify the area of our research.

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Literatur
Zurück zum Zitat Yazir, Y.O., et al.: Dynamic resource allocation in computing clouds using distributed multiple criteria decision analysis. In: Proceedings of the 3rd International Conference on Cloud Computing IEEE, pp. 91–98, July 2010 Yazir, Y.O., et al.: Dynamic resource allocation in computing clouds using distributed multiple criteria decision analysis. In: Proceedings of the 3rd International Conference on Cloud Computing IEEE, pp. 91–98, July 2010
Zurück zum Zitat Akintoye, S.B., Bagula, A.: Optimization of virtual resources allocation in cloud computing environment. In: Proceedings of the Africon IEEE, pp. 873–880, September 2017 Akintoye, S.B., Bagula, A.: Optimization of virtual resources allocation in cloud computing environment. In: Proceedings of the Africon IEEE, pp. 873–880, September 2017
Zurück zum Zitat Manvi, S.S., Shyam, G.K.: Resource management for Infrastructure as a Service (IaaS) in cloud computing: A survey. J. Network Comput. Appl. IEEE, (41), 424–440 (2014) Manvi, S.S., Shyam, G.K.: Resource management for Infrastructure as a Service (IaaS) in cloud computing: A survey. J. Network Comput. Appl. IEEE, (41), 424–440 (2014)
Zurück zum Zitat Alhamad, M., Dillon, T., Chang, E.: Conceptual SLA framework for cloud computing, In: Proceedings of the 4th International Conference on Digital Ecosystems and Technologies IEEE, pp. 606–610, October 2010 Alhamad, M., Dillon, T., Chang, E.: Conceptual SLA framework for cloud computing, In: Proceedings of the 4th International Conference on Digital Ecosystems and Technologies IEEE, pp. 606–610, October 2010
Zurück zum Zitat Alnajdi, S., Dogan, M., Al-Qahtani, E.: Asurvey on resources allocation in Cloud computing. Int. J. Cloud Comput. Serv. Archit. IJCCSA 5(6), 1–11 (2016) Alnajdi, S., Dogan, M., Al-Qahtani, E.: Asurvey on resources allocation in Cloud computing. Int. J. Cloud Comput. Serv. Archit. IJCCSA 5(6), 1–11 (2016)
Zurück zum Zitat Liu, N., et al.: A hierarchical framework of cloud resource allocation and power management using deep reinforcement learning. In: Proceedings of the 37th International Conference on Distributed Computing Systems ICDCS IEEE, pp. 372–382, June 2017 Liu, N., et al.: A hierarchical framework of cloud resource allocation and power management using deep reinforcement learning. In: Proceedings of the 37th International Conference on Distributed Computing Systems ICDCS IEEE, pp. 372–382, June 2017
Zurück zum Zitat Gawali, M.B., Shinde, S.K.: Task scheduling and resource allocation in cloud computing using a heuristic approach. J. Cloud Comput. 1(7), 1–16 (2018) Gawali, M.B., Shinde, S.K.: Task scheduling and resource allocation in cloud computing using a heuristic approach. J. Cloud Comput. 1(7), 1–16 (2018)
Zurück zum Zitat Kumar, P., Yadav, P.S., Bhutani, K., Arora, N., Jain, D., Dabas, B.: Allocating resource dynamically in cloud computing, In: Proceedings of the International Conference on Infocom Technologies and Unmanned Systems (Trends and Future Directions) ICTUS IEEE, pp. 249–254, December 2017 Kumar, P., Yadav, P.S., Bhutani, K., Arora, N., Jain, D., Dabas, B.: Allocating resource dynamically in cloud computing, In: Proceedings of the International Conference on Infocom Technologies and Unmanned Systems (Trends and Future Directions) ICTUS IEEE, pp. 249–254, December 2017
Zurück zum Zitat Malekloo, M.H., Kara, N., El Barachi, M.: An energy efficient and SLA compliant approach for resource allocation and consolidation in cloud computing environments. Sust. Comput. Inf. Syst. 17, 9–24 (2018) Malekloo, M.H., Kara, N., El Barachi, M.: An energy efficient and SLA compliant approach for resource allocation and consolidation in cloud computing environments. Sust. Comput. Inf. Syst. 17, 9–24 (2018)
Zurück zum Zitat Gilesh, M.P., Kumar, S.D., Jacob, L.: Bounding the cost of virtual machine migrations for resource allocation in cloud data centers. In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, pp. 201–206, April 2018 Gilesh, M.P., Kumar, S.D., Jacob, L.: Bounding the cost of virtual machine migrations for resource allocation in cloud data centers. In: Proceedings of the 33rd Annual ACM Symposium on Applied Computing, pp. 201–206, April 2018
Zurück zum Zitat Wang, W., Jiang, Y., Wu, W.: Multiagent-based resource allocation for energy minimization in cloud computing systems. Trans. Syst. Man Cybern. Syst. IEEE 2(47), 205–220 (2017) Wang, W., Jiang, Y., Wu, W.: Multiagent-based resource allocation for energy minimization in cloud computing systems. Trans. Syst. Man Cybern. Syst. IEEE 2(47), 205–220 (2017)
Zurück zum Zitat Lin, J., Dai, Y. Chen, X, Wu, Y.: Resource allocation of cloud application through machine learning: a case study. In: Proceedings of the International Conference on Green Informatics ICGI IEEE, pp. 263–268, August 2017 Lin, J., Dai, Y. Chen, X, Wu, Y.: Resource allocation of cloud application through machine learning: a case study. In: Proceedings of the International Conference on Green Informatics ICGI IEEE, pp. 263–268, August 2017
Zurück zum Zitat Jyoti, A., Shrimali, M.: Dynamic provisioning of resources based on load balancing and service broker policy in cloud computing. Cluster Comput., 1–19 (2019) Jyoti, A., Shrimali, M.: Dynamic provisioning of resources based on load balancing and service broker policy in cloud computing. Cluster Comput., 1–19 (2019)
Zurück zum Zitat Alsadie, D., Tari, Z., Alzahrani, E.J., Zomaya, A.Y.: Dynamic resource allocation for an energy efficient VM architecture for cloud computing. In: Proceedings of the Australasian Computer Science Week Multiconference on ACSW 2018 ACM, Brisband, Queensland, Australia, pp. 1–8, January 2018 Alsadie, D., Tari, Z., Alzahrani, E.J., Zomaya, A.Y.: Dynamic resource allocation for an energy efficient VM architecture for cloud computing. In: Proceedings of the Australasian Computer Science Week Multiconference on ACSW 2018 ACM, Brisband, Queensland, Australia, pp. 1–8, January 2018
Zurück zum Zitat Pradhan, P., Behera, P.K., Ray, B.N.B.: Modified Round Robin Algorithm for Resource Allocation in Cloud Computing. In: Proceedings of the International Conference on Computational Modeling and Security: Procedia Computer Science, no. 85, pp. 878–890 (2016) Pradhan, P., Behera, P.K., Ray, B.N.B.: Modified Round Robin Algorithm for Resource Allocation in Cloud Computing. In: Proceedings of the International Conference on Computational Modeling and Security: Procedia Computer Science, no. 85, pp. 878–890 (2016)
Zurück zum Zitat Madni, S.H.H., Latiff, M.S.A., Coulibaly, Y., Abdulhamid, S.M.: September, Recent advancements in resource allocation techniques for cloud computing environment: a systematic review. Cluster Comput. 3(20), 2489–2533 (2017)CrossRef Madni, S.H.H., Latiff, M.S.A., Coulibaly, Y., Abdulhamid, S.M.: September, Recent advancements in resource allocation techniques for cloud computing environment: a systematic review. Cluster Comput. 3(20), 2489–2533 (2017)CrossRef
Zurück zum Zitat Kotsiantis, S.B., Zaharakis, I., Pintelas, P.: Supervised machine learning: a review of classification techniques. Emerging Artif. Intell. Appl. Comput. Eng. 160, 3–24 (2007) Kotsiantis, S.B., Zaharakis, I., Pintelas, P.: Supervised machine learning: a review of classification techniques. Emerging Artif. Intell. Appl. Comput. Eng. 160, 3–24 (2007)
Metadaten
Titel
Resources Allocation in Cloud Computing: A Survey
verfasst von
Karima Saidi
Ouassila Hioual
Abderrahim Siam
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-37207-1_37