TY - GEN
T1 - A time-driven adaptive mecahnism for cloud resource allocation
AU - Jung, Gihun
AU - Sim, Kwang Mong
AU - Kwok, Paul C.K.
AU - Zhang, Minjie
PY - 2011
Y1 - 2011
N2 - In this paper, we propose using adaptive allocation to find the most appropriate data center and physical machine for both users and service providers in a cloud computing environment. The proposed model adaptively finds the proper data center for the user based on expected allocation time and location. For the provider, the proposed model considers the workload of physical machines in a data center. The proposed model is implemented on an agent based testbed. The testbed simulates the resource allocation model used in cloud computing. Empirical results were obtained using the testbed to compare the performance of several resource allocation models, including the proposed model. The results suggest that by adopting the prosed model, both the user and the provider achieved faster allocation time and faster expected response time than using other related resource allocation models.
AB - In this paper, we propose using adaptive allocation to find the most appropriate data center and physical machine for both users and service providers in a cloud computing environment. The proposed model adaptively finds the proper data center for the user based on expected allocation time and location. For the provider, the proposed model considers the workload of physical machines in a data center. The proposed model is implemented on an agent based testbed. The testbed simulates the resource allocation model used in cloud computing. Empirical results were obtained using the testbed to compare the performance of several resource allocation models, including the proposed model. The results suggest that by adopting the prosed model, both the user and the provider achieved faster allocation time and faster expected response time than using other related resource allocation models.
KW - Adaptive Resource Allocation
KW - Agent based Cloud computing
KW - Time-Driven Allocation
KW - Virtualization
UR - http://www.scopus.com/inward/record.url?scp=84863283634&partnerID=8YFLogxK
U2 - 10.1109/ICBNMT.2011.6155973
DO - 10.1109/ICBNMT.2011.6155973
M3 - Conference contribution
AN - SCOPUS:84863283634
SN - 9781612841564
T3 - Proceedings - 2011 4th IEEE International Conference on Broadband Network and Multimedia Technology, IC-BNMT 2011
SP - 441
EP - 446
BT - Proceedings - 2011 4th IEEE International Conference on Broadband Network and Multimedia Technology, IC-BNMT 2011
T2 - 2011 4th IEEE International Conference on Broadband Network and Multimedia Technology, IC-BNMT 2011
Y2 - 28 October 2011 through 30 October 2011
ER -