Multicriteria Optimization of Virtual Machine Placement in Cloud Data Centers

2021 ◽  
Author(s):  
Andrew Toutov ◽  
Natalia Toutova ◽  
Anatoly Vorozhtsov ◽  
Ilya Andreev
Keyword(s):  
Virtual Machine ◽  
Multicriteria Optimization ◽  
Data Centers ◽  
Virtual Machine Placement ◽  
Cloud Data ◽  
Cloud Data Centers

scholarly journals An Distributed Virtual Machine Placement Algorithm for Balanced Resource Utilization and Low Energy Consumption

2018 ◽  
Vol 173 ◽  
pp. 03092
Author(s):  
Bo Li ◽  
Yun Wang
Keyword(s):  
Virtual Machine ◽  
Data Centers ◽  
Virtual Machine Placement ◽  
Vm Placement ◽  
Energy Aware ◽  
Cloud Data ◽  
Low Energy Consumption ◽  
Cloud Data Centers ◽  
Placement Algorithm ◽  
Heterogeneous Cloud

Virtual machine placement is the process of selecting the most suitable server in large cloud data centers to deploy newly-created VMs. Traditional load balancing or energy-aware VM placement approaches either allocate VMs to PMs in centralized manner or ignore PM’s cost-capacity ratio to implement energy-aware VM placement. We address these two issues by introducing a distributed VM placement approach. A auction-based VM placement algorithm is devised for help VM to find the most suitable server in large heterogeneous cloud data centers. Our algorithm is evaluated by simulation. Experimental results show two major improvements over the existing approaches for VM placement. First, our algorithm efficiently balances the utilization of multiple types of resource by minimizing the amount of physical servers used. Second, it reduces system cost compared with existing approaches in heterogeneous environment.

scholarly journals A dynamic evolutionary multi-objective virtual machine placement heuristic for cloud data centers

2020 ◽  
Vol 128 ◽  
pp. 106390
Author(s):  
Ennio Torre ◽  
Juan J. Durillo ◽  
Vincenzo de Maio ◽  
Prateek Agrawal ◽  
Shajulin Benedict ◽  
...  
Keyword(s):  
Virtual Machine ◽  
Data Centers ◽  
Virtual Machine Placement ◽  
Cloud Data ◽  
Multi Objective ◽  
Cloud Data Centers

Multi-resource balance optimization for virtual machine placement in cloud data centers

2020 ◽  
Vol 88 ◽  
pp. 106866
Author(s):  
Wenting Wei ◽  
Kun Wang ◽  
Kexin Wang ◽  
Huaxi Gu ◽  
Hong Shen
Keyword(s):  
Virtual Machine ◽  
Data Centers ◽  
Virtual Machine Placement ◽  
Cloud Data ◽  
Cloud Data Centers
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