Author: Ali Samali
Publication Year: 2025
ISBN: 978-622-88253-5-9
Language: Original book in Persian – This repository provides an English academic summary.
This book presents a structured academic study on how Artificial Intelligence (AI) can improve resource management and performance optimization in cloud computing environments.
It focuses on practical AI-based solutions for dynamic resource allocation, workload prediction, auto-scaling, and cost optimization in modern cloud infrastructures.
- Cloud service models (IaaS, PaaS, SaaS)
- Virtualization and containerization
- Load balancing and elasticity
- Machine learning for workload prediction
- Reinforcement learning for adaptive scaling
- Genetic algorithms and swarm intelligence
- Energy efficiency in data centers
- Multi-cloud and edge computing optimization
The book provides:
- A clear explanation of AI methods for cloud resource optimization
- Practical discussion of deployment challenges
- Analysis of cost, scalability, and performance trade-offs
It is designed for researchers, cloud engineers, DevOps professionals, and IT managers.
Full Persian version is officially published with ISBN.
Samali, A. (2025). Intelligent Resource Optimization in Cloud Computing Using Artificial Intelligence. Ettela’at Negar Publishing.
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