Performance Evaluation of CloudSim for Resource Allocation Strategies
Keywords:
CloudSim, cloud computing , resource utilizationAbstract
CloudSim is a widely used simulation framework for modeling and evaluating cloud computing environments. This paper presents a comprehensive performance evaluation of CloudSim focusing on various resource allocation strategies. Resource allocation is a critical aspect in cloud computing, impacting system efficiency, resource utilization, and user satisfaction. The study employs CloudSim to simulate different allocation strategies such as VM provisioning, scheduling policies, and load balancing techniques. Performance metrics including response time, throughput, scalability, and resource utilization are analyzed under varying workloads and scenarios. The findings contribute to understanding the effectiveness and limitations of different resource allocation strategies in CloudSim, providing insights for optimizing cloud infrastructure management.
References
Calheiros, R. N., Ranjan, R., De Rose, C. A. F., & Buyya, R. (2011). CloudSim: A Toolkit for Modeling and Simulation of Cloud Computing Environments and Evaluation of Resource Provisioning Algorithms. Software: Practice and Experience, 41(1), 23-50.
Buyya, R., Yeo, C. S., Venugopal, S., Broberg, J., & Brandic, I. (2009). Cloud Computing and Emerging IT Platforms: Vision, Hype, and Reality for Delivering Computing as the 5th Utility. Future Generation Computer Systems, 25(6), 599-616.
Srirama, S. N., Jakovits, P., & Vainikko, E. (2012). Adapting Scientific Computing Problems to Clouds Using MapReduce. Future Generation Computer Systems, 28(1), 184-192.
He, Q., Wang, H., Han, J., & Chen, X. (2012). A QoS-Driven Resource Allocation Method for Cloud Computing Systems. Proceedings of the 2012 IEEE 26th International Conference on Advanced Information Networking and Applications, 789-795.
Kumar, K., & Lu, Y.-H. (2010). Cloud Computing for Mobile Users: Can Offloading Computation Save Energy?. Computer, 43(4), 51-56.
Issue
Section
License
Copyright (c) 2013 Kishori Jadhav shinde (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.




