Resource Optimization Strategy for Network-intensive and IO-intensive Applications in Cloud
HU Nai-jing1,YOU Lu-jin2,PENG Jun-jie3
1(Information Management School,Shanghai Lixin University of Accounting and Finance,Shanghai 201620,China)2(Department of Control Science and Engineering,Tongji University,Shanghai 201804,China)2(School of Computer Engineering and Science,Shanghai University,Shanghai 200444,China)
Abstract：In cloud virtual machine is applied by users themselves which will cause waste of resources if tasks are not enough on virtual machines or decrease the quality of service if the tasks on virtual machines are overload with traditional resource allocation strategies.To increase the resource utilization and guarantee the quality of service,one possible solution is to process the applications in clouds based on their types.Considering network-intensive application and IO-intensive application are two types of most used applications in cloud,resource preferences for these two types of applications are studied.The resource usage parameters for the applications are obtained.Using these parameters an application based resource allocation strategy is put forward.Extensive experiments show that the strategy put forward can much improve the resource utilization efficiency and decrease the energy consumption for I/O intensive application and network intensive application.It can be used as a basis on how to high efficiently use the cloud resources.
胡乃静,游录金,彭俊杰. 云环境下网络与IO密集型应用资源优化策略[J]. 小型微型计算机系统, 2019, 40(5): 1089-1093.
HU Nai-jing,YOU Lu-jin,PENG Jun-jie. Resource Optimization Strategy for Network-intensive and IO-intensive Applications in Cloud. Journal of Chinese Computer Systems, 2019, 40(5): 1089-1093.
2019, Vol. 40 
