Work

Intelligent Resource Management in Cloud Computing: AI Techniques for Optimizing DevOps Operations

Year: 2024

Type: article

Abstract: Efficient resource management is a cornerstone of cloud computing, particularly for DevOps operations where automation and scalability are critical. Traditional resource allocation approaches often fall short in dynamic environments, leading to over-provisioning, under-utilization, or service disruptions. This paper explores how artificial intelligence (AI) techniques can optimize resource management in cloud environments, enhancing the performance and efficiency of DevOps workflows. We examine methods such as predictive analytics, reinforcement learning, and anomaly detection, providing case studies and actionable insights for implementing intelligent resource management systems.

Source: Journal of Artificial Intelligence General science (JAIGS)

DOI: 10.60087/jaigs.v6i1.262

Authors: Ranjith Rayaprolu, Kiran Randhi, Srinivas Reddy Bandarapu

Institution: Amazon (United States)

Language: English

Topic: Cloud Computing and Resource Management

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: hybrid

OpenAlex ID: W4404551742

FWCI: 1.161

Cites:

Cited by: 3

Related to: 10