Optimization of Cloud Computing Resource Allocation Using Game Theory
Table Of Contents
<p>1. Introduction<br> - Background and Motivation<br> - Objectives<br> - Scope and Significance<br>2. Literature Review<br> - Cloud Computing Resource Allocation<br> - Game Theory in Resource Allocation<br> - Existing Approaches and Their Limitations<br>3. Game-Theoretic Models for Resource Allocation<br> - Cooperative Game Models<br> - Non-Cooperative Game Models<br> - Hybrid Models and Approaches<br>4. Framework Design and Implementation<br> - Resource Allocation Strategies<br> - Game-Theoretic Decision-Making<br> - Integration with Cloud Management Systems<br>5. Performance Evaluation<br> - Simulation Environment<br> - Metrics and Evaluation Criteria<br> - Comparative Analysis<br></p>
Project Abstract
This project focuses on the optimization of cloud computing resource allocation using game theory. The goal is to develop a resource allocation framework that leverages game-theoretic models to optimize the allocation of cloud resources, such as virtual machines, storage, and bandwidth, to different users and applications. The project will explore the use of cooperative and non-cooperative game models to address resource allocation challenges, such as fairness, efficiency, and resource utilization, in cloud computing environments. The proposed framework aims to improve resource allocation decisions and enhance the overall performance of cloud systems.
Project Overview
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