Datacenter capacity planning is a critical aspect of ensuring efficient resource utilization and minimizing operational costs. Traditional capacity planning methods rely on historical data and heuristic approaches, which may not be optimal in dynamic environments. This research paper explores the application of Artificial Intelligence (AI)-driven predictive analysis in datacenter capacity planning. By leveraging machine learning (ML) and deep learning models, predictive analysis can provide accurate demand forecasting, optimize resource allocation, and enhance datacenter efficiency. This paper reviews existing literature, proposes an AI-driven framework, and discusses challenges and future directions in predictive analytics for datacenter capacity planning.
| Mualliflar | Patel, Suraj |
|---|---|
| Jurnal | Innovative Multidisciplinary Journal of Applied Technology |
| Nashriyot | ТДТУ Қўқон филиали |
| ISSN | 2995-486X, 2995-486x |
| Nashr sanasi | 2023-12-29 |
| Jild | 1 |
| Son | 2 |
| Betlar | 22-30 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
AI-driven predictive analysis, datacenter capacity planning, machine learning, deep learning, resource optimization
| APA | Patel, Suraj (2023). AI-Drive Predicative Analysis for Datacentre Capacity Planning. Innovative Multidisciplinary Journal of Applied Technology, 1(2), 22-30. https://www.multijournals.org/index.php/innovative/article/view/200 |
|---|---|
| GOST (OAK) | Patel, Suraj AI-Drive Predicative Analysis for Datacentre Capacity Planning // Innovative Multidisciplinary Journal of Applied Technology. – 2023. – T. 1, № 2. – P. 22-30. |
| MLA | Patel, Suraj. “AI-Drive Predicative Analysis for Datacentre Capacity Planning.” Innovative Multidisciplinary Journal of Applied Technology, 1(2), 22-30, 2023. https://www.multijournals.org/index.php/innovative/article/view/200 |
| Chicago | Patel, Suraj. “AI-Drive Predicative Analysis for Datacentre Capacity Planning.” Innovative Multidisciplinary Journal of Applied Technology, 1(2), 22-30 (2023). https://www.multijournals.org/index.php/innovative/article/view/200 |
| Harvard | Patel, Suraj (2023) ‘AI-Drive Predicative Analysis for Datacentre Capacity Planning’, Innovative Multidisciplinary Journal of Applied Technology, 1(2), 22-30. https://www.multijournals.org/index.php/innovative/article/view/200 |
| BibTeX | @article{patelsuraj2023,
title = {AI-Drive Predicative Analysis for Datacentre Capacity Planning},
author = {Patel, Suraj},
journal = {Innovative Multidisciplinary Journal of Applied Technology},
year = {2023},
volume = {1},
number = {2},
pages = {22-30},
url = {https://www.multijournals.org/index.php/innovative/article/view/200}
} |
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