International Journal of Science, Engineering and TechnologyAuthors: Nerella Paul Ranjit Kumar, Venkata Phani Rajesh Neelamraju
Abstract: The phenomenon of cloud computing has turned out to be revolutionary for the functioning of contemporary businesses due to numerous advantages associated with it. In the present research paper, the impact of cloud computing implementation on organizational performance is analyzed with particular consideration being given to scalability as a mediator. With the help of the extensive literature review and the use of quantitative methods, the positive influence of cloud computing implementation on such organizational characteristics as efficiency, profitability, and strategy formation is proved. At the same time, it is indicated that there are considerable obstacles related to such aspects as privacy issues, difficulties in managing costs, and integrational problems. The innovative methodology presented in the research includes the introduction of the Cloud Resource Optimization Framework (CROF) based on Learning Automata scheduling. According to the empirical results, organizations using well-designed approaches to cloud computing experience 46.5% improvement in resource utilization and 41.9% increase in decision accuracy.
DOI: http://doi.org/10.5281/zenodo.21675938
