Optimized VM Migration using Game Theory on CloudSim 5
$30-250 USD
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게시됨 7개월 전
$30-250 USD
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The primary objective of this project is to develop a robust application on the CloudSim simulation environment that employs a Game Theory integrated approach to optimize Virtual Machine (VM) migration. This application aims to address the challenges associated with VM placement and resource allocation in cloud environments.
Project Execution:
1. *Environment Setup*:
- Set up the development environment with necessary tools and libraries.
- Get familiarized with CloudSim toolkit functionalities and features.
- Initialize version control systems and project management tools for effective collaboration and tracking.
2. *Model Development and Algorithm Design*:
- Create a Game Theory framework tailored for VM migration scenarios.
- Develop algorithms focused on optimizing VM placement and resource allocation based on game theoretic principles.
3. *Implementation*:
- Incorporate the Game Theory model and algorithms within the CloudSim simulation environment.
- Develop simulation scenarios to replicate the dynamic and complex nature of cloud environments.
- Ensure the code is clean, well-commented, and adheres to coding standards.
4. *Simulation, Testing, and Optimization*:
- Execute extensive simulation experiments to evaluate the performance of the proposed VM migration strategies.
- Identify and rectify any bugs or issues, and optimize the algorithms for better performance.
- Ensure the application is optimized, bug-free, and ready for deployment.
5. *Documentation*:
- Provide detailed documentation of the code, including comments, and a user guide for running the simulations.
- Ensure all deliverables are well-documented and ready for handover.
6. *Deployment Preparation*:
- Prepare the application for deployment and ensure it's ready for handover.
- Provide all necessary documentation and guides for the deployment and utilization of the application.
Deliverables:
1. A fully functional application implemented on CloudSim for optimized VM migration using a Game Theory integrated approach.
2. Source code of the implemented model and algorithms on CloudSim.
3. Detailed documentation of the code, simulation setups, and user guide for running the simulations.
4. A finalized, bug-free, and optimized version of the application ready for deployment.
This proposal encapsulates a systematic methodology aimed at delivering a comprehensive application on CloudSim to optimize VM migration through a Game Theory integrated approach. Through meticulous execution from environment setup to deployment preparation, this project endeavors to address the VM migration challenges, paving the way for enhanced resource allocation and VM placement strategies in simulated cloud environments.
[✔] BUG EXPERT: You have received a 30% discount ($33) on Project 'Optimized VM Migration using Game Theory on CloudSim 5'. (Recently finished a comparable work) - As a result, you should expect better outcomes in a shorter period (2 days). (Immediately available to begin)
Hey, my name is Pablo (from Italy), and I am an English-speaking Freelance designer and developer with over 15 years of expertise (no subcontracting or outsourcing). (Google™ Sigma™ PMEC™ Udemy™ Hubspot™ LinkedIn™ Microsoft™ Certified, an AmoCRM™ Partner, and Amazon® Consumer Council, Amnesty International and Democratic Alliance member)
Hi! Pleased to meet you on this platform.
I just read through the job details and I had a bid on this before but for some reason I couldn't contact you anymore.
Hit me up on chat.
Warm Regards.
Bc
I understand that you are looking for someone to help design and develop an application on CloudSim that employs a Game Theory integrated approach to optimize VM migration. Specifically, my experience in software architecture and languages such as Python, PHP, Javascript/Typescript, Solidity, Rust will be invaluable in developing the framework tailored for this project and the algorithms focused on optimizing VM placement and resource allocation based on game theoretic principles. Additionally, my experience in software development frameworks such as Django, Flask, React, Vue will prove immensely helpful in developing the simulation scenarios to replicate the dynamic and complex nature of cloud environments as well as ensuring code is clean well-commented adheres to coding standards.