Strategic Management of Multi Cloud Adoption: A Framework for Decision-making and Governance

Chidurala, Sachin Reddy (2023) Strategic Management of Multi Cloud Adoption: A Framework for Decision-making and Governance. Masters thesis, Dublin, National College of Ireland.

Preview	PDF (Master of Science) Download (1MB) | Preview
Preview	PDF (Configuration Manual) Download (2MB) | Preview

Abstract

This report discusses and presents the study on optimization algorithms for multi-cloud task allocation (bat algorithm and original ant lion optimizer). Systematic CloudSim-based simulation, with quantifiable considerations of performance and cost-effectiveness metrics, have been considered for the evaluation of proposed dynamic task distribution among virtual machines. BAT Algorithm gave better overall execution cost than the ALO algorithm. The study examines the nature of such a solution as opposed to any other cost-minimising or computational-efficient compromise that perhaps, a decision-maker might find most appropriate. These results will directly benefit efficient resource utilisation and lower costs for actual multi-cloud implementations. This report also makes recommendations on improving further algorithms, adding additional hybrid techniques, features, and self-adaptive loading of loads. This work can serve as a foundational step for better optimization of cloud resources on heterogeneous computing platforms.

Item Type:	Thesis (Masters)
Supervisors:	Name Email Gupta, Punit UNSPECIFIED
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Cloud computing Q Science > QA Mathematics > Algebra > Algorithms > Computer algorithms
Divisions:	School of Computing > Master of Science in Cloud Computing
Depositing User:	Ciara O'Brien
Date Deposited:	26 Mar 2025 14:45
Last Modified:	26 Mar 2025 14:45
URI:	https://norma.ncirl.ie/id/eprint/7336

Actions (login required)

View Item