Article Dans Une Revue International Journal of Advanced Research in Science, Communication and Technology Année : 2024

Intelligent Cloud Systems: AI-Driven Enhancements in Scalability and Predictive Resource Management

Somnath Banerjee

Résumé

This research article explores the transformative role of Artificial Intelligence (AI) in cloud computing, with a focus on its influence on scalability, resource management, and predictive analytics within distributed systems. As cloud infrastructure becomes integral to organizational operations, AI technologies have emerged as vital tools for enhancing performance and efficiency. The study emphasizes how AI enables scalability through dynamic resource allocation and auto-scaling, allowing systems to adapt seamlessly to changing demands. It also examines AI-driven resource management strategies, which utilize machine learning algorithms to optimize operations, lower costs, and ensure system resilience through predictive maintenance and anomaly detection. Furthermore, the article highlights predictive analytics, demonstrating how AI processes large datasets to support informed decision-making and improve system reliability.

Fichier principal
Vignette du fichier
Paper22840.pdf (764.61 Ko) Télécharger le fichier
Origine Publication financée par une institution
Licence

Dates et versions

hal-04901380 , version 1 (06-02-2025)

Licence

Identifiants

Citer

Somnath Banerjee. Intelligent Cloud Systems: AI-Driven Enhancements in Scalability and Predictive Resource Management. International Journal of Advanced Research in Science, Communication and Technology, 2024, pp.266 - 276. ⟨10.48175/ijarsct-22840⟩. ⟨hal-04901380⟩
820 Consultations
912 Téléchargements

Altmetric

Partager

  • More