Efficient QoS Based Tasks Scheduling using Multi-Objective Optimization for Cloud Computing

2015 ◽  
Vol 3 (8) ◽  
pp. 7169-7173 ◽  
Author(s):  
Ekta S. Mathukiya, Piyush V. Gohel
Keyword(s):  
Cloud Computing ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Tasks Scheduling

Virtual Machines Scheduling Algorithm Based on Multi-Objective Optimization in Cloud Computing

2014 ◽  
Vol 1046 ◽  
pp. 508-511
Author(s):  
Jian Rong Zhu ◽  
Yi Zhuang ◽  
Jing Li ◽  
Wei Zhu
Keyword(s):  
Cloud Computing ◽  
Energy Consumption ◽  
Virtual Machine ◽  
Virtual Machines ◽  
Scheduling Algorithm ◽  
Machine Scheduling ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Virtual Machine Scheduling ◽  
Set Up

How to reduce energy consumption while improving utility of datacenter is one of the key technologies in the cloud computing environment. In this paper, we use energy consumption and utility of data center as objective functions to set up a virtual machine scheduling model based on multi-objective optimization VMSA-MOP, and design a virtual machine scheduling algorithm based on NSGA-2 to solve the model. Experimental results show that compared with other virtual machine scheduling algorithms, our algorithm can obtain relatively optimal scheduling results.

Dynamic deployment of virtual machines in cloud computing using multi-objective optimization

2014 ◽  
Vol 19 (8) ◽  
pp. 2265-2273 ◽  
Author(s):  
Bo Xu ◽  
Zhiping Peng ◽  
Fangxiong Xiao ◽  
Antonio Marcel Gates ◽  
Jian-Ping Yu
Keyword(s):  
Cloud Computing ◽  
Virtual Machines ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Dynamic Deployment
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