Automating AWS: Right-Sizing with AI and Machine Learning

As cloud adoption accelerates, organizations face the challenge of balancing performance with cost efficiency in AWS environments. Right-sizing-selecting the optimal computing, storage, and networking resources-plays a critical role in minimizing waste while ensuring workload performance. However, manual right-sizing is complex, time-consuming, and prone to inaccuracies. This paper explores how Artificial Intelligence (AI) and Machine Learning (ML) can automate AWS right-sizing, improving efficiency, reducing costs, and enhancing scalability.

Authors

Publication Details

Journal
International Journal of Science and Research (IJSR)
Published
2025-05-26
DOI
https://doi.org/10.21275/sr25521023904
Primary Topic
Law, logistics, and international trade
Type
article
Field-Weighted Citation Impact
0.00
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article

Automating AWS: Right-Sizing with AI and Machine Learning

Mohit Thodupunuri
International Journal of Science and Research (IJSR)
Law, logistics, and international trade
article

Automating AWS: Right-Sizing with AI and Machine Learning

Mohit Thodupunuri
article en

Abstract

As cloud adoption accelerates, organizations face the challenge of balancing performance with cost efficiency in AWS environments. Right-sizing-selecting the optimal computing, storage, and networking resources-plays a critical role in minimizing waste while ensuring workload performance. However, manual right-sizing is complex, time-consuming, and prone to inaccuracies. This paper explores how Artificial Intelligence (AI) and Machine Learning (ML) can automate AWS right-sizing, improving efficiency, reducing costs, and enhancing scalability.

International Journal of Science and Research (IJSR)
Openalex Percentile: Top 84%
Law, logistics, and international trade
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Automating AWS: Right-Sizing with AI and Machine Learning — Mohit Thodupunuri · International Journal of Science and Research (IJSR) (2025) | TGRS Research Map | TGRS