Performance Analysis of Scheduling Algorithms for Virtual Machines and Tasks in Cloud Computing

by Shivam Kashyap

Performance Analysis of Scheduling Algorithms for Virtual Machines and Tasks in Cloud Computing

Scheduling virtual machines (VMs) and tasks in the appropriate location is a fundamental challenge integral to the consolidation process in cloud data centers. Therefore, many optimization methods have been developed as optimal solutions to assign VMs to host or tasks to VM. The most popular algorithms are SJF (Short Job First), FCFS (First Come First Served), MinMin, and MaxMin. This work introduces a comparative study by evaluating those algorithms with PSO (Particle Swarm Optimization) and ACO (Ant Colony Optimization) using the CloudSim toolkit. The performance metrics used are degree of imbalance and makespan. The simulation results showed that ACO outperforms the evaluated scheduling algorithms in terms of the degree of imbalance and VM makespan.

Leave a Reply

[script_15]

This site uses Akismet to reduce spam. Learn how your comment data is processed.

This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish. OK Read More

Privacy & Cookies Policy
-
00:00
00:00
Update Required Flash plugin
-
00:00
00:00
✓ Customized M.Tech Projects | ✓ Thesis Writing | ✓ Research Paper Writing | ✓ Plagiarism Checking | ✓ Assignment Preparation | ✓ Electronics Projects | ✓ Computer Science | ✓ AI ML | ✓ NLP Projects | ✓ Arduino Projects | ✓ Matlab Projects | ✓ Python Projects | ✓ Software Projects | ✓ Readymade M.Tech Projects | ✓ Java Projects | ✓ Manufacturing Projects M.Tech | ✓ Aerospace Projects | ✓ AI Gaming Projects | ✓ Antenna Projects | ✓ Mechatronics Projects | ✓ Drone Projects | ✓ Mtech IoT Projects | ✓ MTech Project Source Codes | ✓ Deep Learning Projects | ✓ Structural Engineering Projects | ✓ Cloud Computing Mtech Projects | ✓ Cryptography Projects | ✓ Cyber Security | ✓ Data Engineering | ✓ Data Science | ✓ Embedded Projects | ✓ AWS Projects | ✓ Biomedical Engineering Projects | ✓ Robotics Projects | ✓ Capstone Projects | ✓ Image Processing Projects | ✓ Power System Projects | ✓ Electric Vehicle Projects | ✓ Energy Projects Mtech | ✓ Simulation Projects | ✓ Thermal Engineering Projects

© 2024 All Rights Reserved Engineer’s Planet

Digital Media Partner #magdigit