Artificial Intelligence (AI) applications require high performance, scalability and cost efficiency to handle dynamic workloads. Amazon Web Services (AWS) provides Amazon EC2 (Elastic Compute Cloud) for flexible virtual computing and AWS Auto Scaling, which automatically adjusts resources based on demand. These services help businesses optimize AI applications by ensuring high availability, cost savings and efficient resource management. It explores how AWS EC2 and Auto Scaling enhance AI application performance. It covers their benefits, challenges and best practices for AI de-ployment.
| Published in | Abstract Book of the National Conference on Advances in Basic Science & Technology |
| Page(s) | 13-13 |
| Creative Commons |
This is an Open Access abstract, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited. |
| Copyright |
Copyright © The Author(s), 2025. Published by Science Publishing Group |
AI, AWS, EC2, Auto Scaling, Cloud Computing, Scalability, Cost Optimization, AI Performance, High Availability
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