Modeling the Virtual Machine Launching Overhead under Fermicloud

Abstract

Fermi Cloud is a private cloud developed by the Fermi National Accelerator Laboratory for scientific workflows. The Cloud Bursting module of the Fermi Cloud enables the Fermi Cloud, when more computational resources are needed, to automatically launch virtual machines to available resources such as public clouds. One of the main challenges in developing the cloud bursting module is to decide when and where to launch a VM so that all resources are most effectively and efficiently utilized and the system performance is optimized. However, based on Fermi Cloud's system operational data, the VM launching overhead is not a constant. It varies with physical resource (CPU, memory, I/O device) utilization at the time when a VM is launched. Hence, to make judicious decisions as to when and where a VM should be launched, a VM launch overhead reference model is needed. The paper is to develop a VM launch overhead reference model based on operational data we have obtained on Fermi Cloud and uses the reference model to guide the cloud bursting process.

DOI: 10.1109/CCGrid.2014.87

Extracted Key Phrases

28 Figures and Tables

0102030201520162017
Citations per Year

Citation Velocity: 5

Averaging 5 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.

Cite this paper

@article{Wu2014ModelingTV, title={Modeling the Virtual Machine Launching Overhead under Fermicloud}, author={Hao Wu and Shangping Ren and Gabriele Garzoglio and Steven Timm and Gerard Bernabeu Altayo and Seo-Young Noh}, journal={2014 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing}, year={2014}, pages={374-383} }