DYNAMIC RESOURCE ALLOCATION TECHNIQUES FOR OPTIMIZING COST AND PERFORMANCE IN MULTI-CLOUD ENVIRONMENTS
Keywords:
Multi-Cloud Environments, Dynamic Resource Allocation Techniques, Optimization, Cost Savings, Scalability, Flexibility, Resource Management, Performance, Demand-based Allocation, Usage Patterns, Automatic Allocation, Deallocation, Reliability, Agility, IT InfrastructureAbstract
Multi-Cloud Environments are increasingly becoming the norm in modern IT infrastructure, offering numerous benefits such as flexibility, scalability, and cost savings. However, managing these complex environments can be challenging, particularly when it comes to resource allocation and optimization. Dynamic Resource Allocation Techniques are critical for optimizing cost and performance in multi-cloud environments. These techniques involve the automatic allocation and deallocation of resources based on demand, usage patterns, and cost. This abstract explores the key concepts, challenges, and best practices for implementing dynamic resource allocation techniques in multi-cloud environments. By leveraging these techniques, organizations can achieve optimal cost and performance, while ensuring reliability, scalability, and agility in their multi-cloud environments.
References
K. Prabakaran and B. Sivakumar, "A Comparative Analysis of Security Issues in MultiCloud," 2022 1st International Conference on Computational Science and Technology (ICCST), CHENNAI, India, 2022, pp. 636-638, doi: 10.1109/ICCST55948.2022.10040462.
Bal, P.K.; Mohapatra, S.K.; Das, T.K.; Srinivasan, K.; Hu, Y.-C. A Joint Resource Allocation, Security with Efficient Task Scheduling in Cloud Computing Using Hybrid Machine Learning Techniques. Sensors 2022, 22, 1242. https://doi.org/10.3390/s22031242
Naseemuddin Mohammad, Enhancing Security and Privacy in Multi-Cloud Environments: A Comprehensive Study on Encryption Techniques and Access Control Mechanisms, International Journal of Computer Engineering and Technology (IJCET) 12(2), 2021, pp. 51-63.
Megouache, L., Zitouni, A. & Djoudi, M. Ensuring user authentication and data integrity in multi-cloud environment. Hum. Cent. Comput. Inf. Sci. 10, 15 (2020). https://doi.org/10.1186/s13673-020-00224-y
Latha K (2019) Sheela T (2019) Block based data security and data distribution on multi cloud environment. J Ambient Intell Hum Comput. https://doi.org/10.1007/s12652-019-01395-y
Travis W (2017) Five principles for running securely in a multi-cloud environment. https://threatstack.com/blog/5-principles-for-running-securely-in-a-multi-cloud-environment.
Seyedmajid Mousavi, et al. Dynamic Resource Allocation in Cloud Computing. Acta Polytechnica Hungarica. Vol. 14, No. 4, 2017. pp: 83-104.
Syed Hamid Hussain Madni, et al. Recent advancements in resource allocation techniques for cloud computing environment: a systematic review. Cluster Comput (2017) 20: 2489–2533. DOI 10.1007/s10586-016-0684-4
C.Revathi, E.Bhuvana, R.Kala. A SURVEY ON MULTI CLOUD SECURITY AND PRIVACY. International Journal of Science Technology and Management. Vol. No.5, Issue No. 01, January 2016. Page- 415-421.
A.Mrthyunjayam, et al. Dynamic Resource Allocation Strategy in Cloud Computing. International Conference on Computer Applications Technology and Research. Volume 2– Issue 6, 731 - 737, 2016.
Vakilinia, S., Qiu, D. & Ali, M.M. Optimal multi-dimensional dynamic resource allocation in mobile cloud computing. J Wireless Com Network 2014, 201 (2014). https://doi.org/10.1186/1687-1499-2014-201
Z Xiao, W Song, Q Chen, "Dynamic resource allocation using virtual machines for cloud computing environment". IEEE transactions on parallel and distributed systems, vol.24, no.6, pp.1107-17, 2013.
M. A. AlZain, E. Pardede, B. Soh and J. A. Thom, "Cloud Computing Security: From Single to Multi-clouds," 2012 45th Hawaii International Conference on System Sciences, Maui, HI, USA, 2012, pp. 5490-5499, doi: 10.1109/HICSS.2012.153.
C. S. Pawar and R. B. Wagh, "Priority Based Dynamic Resource Allocation in Cloud Computing," 2012 International Symposium on Cloud and Services Computing, Mangalore, India, 2012, pp. 1-6, doi: 10.1109/ISCOS.2012.14.
Yazir Y.O., Matthews C., Farahbod R., Neville S., Guitouni A., Ganti S., Coady Y., "Dynamic resource allocation based on distributed multiple criteria decisions in computing cloud," in 3 International Conference on Cloud Computing, Aug. 2010, pp. 91-98.
Downloads
Published
Issue
Section
License
Copyright (c) 2023 Naseemuddin Mohammad (Author)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.