TY - JOUR
A2 - Nightingale, James
AU - Zhang, Zhe
AU - Li, Ying
PY - 2015
DA - 2015/11/19
TI - User Utility Oriented Queuing Model for Resource Allocation in Cloud Environment
SP - 246420
VL - 2015
AB - Resource allocation is one of the most important research topics in servers. In the cloud environment, there are massive hardware resources of different kinds, and many kinds of services are usually run on virtual machines of the cloud server. In addition, cloud environment is commercialized, and economical factor should also be considered. In order to deal with commercialization and virtualization of cloud environment, we proposed a user utility oriented queuing model for task scheduling. Firstly, we modeled task scheduling in cloud environment as an M/M/1 queuing system. Secondly, we classified the utility into time utility and cost utility and built a linear programming model to maximize total utility for both of them. Finally, we proposed a utility oriented algorithm to maximize the total utility. Massive experiments validate the effectiveness of our proposed model.
SN - 2090-0147
UR - https://doi.org/10.1155/2015/246420
DO - 10.1155/2015/246420
JF - Journal of Electrical and Computer Engineering
PB - Hindawi Publishing Corporation
KW -
ER -