Bio-inspired technique for the Virtual Machine Migration in Green Cloud Computing

被引:0
作者
Olana, Jiregna Abdissa [1 ]
Tripathy, Hrudaya Kumar [1 ]
机构
[1] KIIT Univ, Sch Comp Engn, Bhubaneswar 751024, Odisha, India
来源
PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT) | 2018年
关键词
Green cloud computing; Virtualization; Energy efficiency; Overloading; Ant Colony Optimization (ACO);
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Cloud computing is the architecture in which virtual machines, data centers, hosts, and brokers are involved in the communication. The green cloud computing is the new version of cloud computing which uses less energy as compared to traditional cloud architecture. Therefore, the green cloud computing is the requirement of the today's technology. The virtual machines will be selected on the basis of the initial population which is failure rate and execution time of each virtual machine. Due to virtual machine overloading, the execution time and space utilization are increased in the network. The proposed improvement is based on the Ant Colony Optimization (ACO) algorithm which can select the best virtual machine on which cloudlet will be migrated. The performance of the proposed algorithm is testing on cloudsim in terms of execution time and energy consumption. The simulation results demonstrated that execution time and energy consumption of ACO is least as compared to Three-threshold energy saving (TESA) Algorithm.
引用
收藏
页码:31 / 36
页数:6
相关论文
共 16 条
[1]  
[Anonymous], 2016, IEEE 2016 8 INT S TE, V27, P654
[2]  
[Anonymous], 2012, INT J SCI RES PUBLIC
[3]  
Bohrer P., 2002, The case for power management in web servers
[4]  
Chandra D. G., 2012, INT C ADV COMP COMM, V9, P121
[5]  
Christopher C, 2005, 2 C NETW SYST DES IM, P273
[6]  
Hien Nguyen Van, 2010, 2010 IEEE 3rd International Conference on Cloud Computing (CLOUD 2010), P329, DOI 10.1109/CLOUD.2010.25
[7]  
Kang J., 2010, DYNAMIC SLACK ALLOCA, P417
[8]  
Kaur J., 2014, INT J ADV RES COMPUT, V4, P190
[9]   Energy efficient utilization of resources in cloud computing systems [J].
Lee, Young Choon ;
Zomaya, Albert Y. .
JOURNAL OF SUPERCOMPUTING, 2012, 60 (02) :268-280
[10]   Dynamic Resource Management Using Virtual Machine Migrations [J].
Mishra, Mayank ;
Das, Anwesha ;
Kulkarni, Purushottam ;
Sahoo, Anirudha .
IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (09) :34-40