EA Based Approach for Resource Allocation in Cloud Computing
- Robin Khunger
- Pawan Luthra
- Bindu Bala
Cloud, VM, Host, VM Placement Schemes
In Cloud Environment, the process of execution
requires Resource Management due to the high process to the
resource ratio. Resource Scheduling is a complicated task in cloud
computing environment because there are many alternative
computers with varying capacities. Scheduling is one of the most
important tasks in cloud computing environment. In this paper, we
have analyzed various scheduling algorithm and tabulated various
parameter. We have noticed that disk space management is critical
issue in virtual environment. Existing scheduling algorithm gives
high throughput and cost effective but they do not consider
reliability and availability. So we need algorithm that improves
availability and reliability in cloud computing environment In the
proposed approach the Evolutionary Algorithm is applied in this
load sharing algorithm. Using the proposed approach a reserved
resources are kept in order to tackle any kind of bursty traffic or
bursty tasks. To validate the results of proposed approach various
metrics are used like delay, delivery time, energy efficiency,
throughput, down time etc. From the results section it is clear that
the proposed approach is better than that of existing studies..
Robin Khunger, Pawan Luthra, Bindu Bala. "EA Based Approach for Resource Allocation in Cloud Computing".INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH ISSN:2321-9939, Vol.5, Issue 2, pp.309-314, URL :https://rjwave.org/ijedr/papers/IJEDR1702052.pdf
Volume 5 Issue 2
Pages. 309-314
