Efficient Resource Management on Cloud Using Energy and Power Aware Dynamic Migration (EPADM) of VMs

In present decade, cloud computing provides utility-based IT services to the global consumers. According to pay-by-use manner, it facilitates hosting of persistent services from the user, business and technical fields. But, it is to be mentioned that the data centers hosting the cloud-based services...

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Bibliographic Details
Published in:Wireless personal communications 2021-04, Vol.117 (4), p.3327-3342
Main Authors: Roopa, V., Malarvizhi, K., Karthik, S.
Format: Article
Language:English
Subjects:
Algorithms
Cloud computing
Communications Engineering
Computer Communication Networks
Data centers
Engineering
Networks
Power efficiency
Provisioning
Relocation
Resource management
Signal,Image and Speech Processing
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Summary:In present decade, cloud computing provides utility-based IT services to the global consumers. According to pay-by-use manner, it facilitates hosting of persistent services from the user, business and technical fields. But, it is to be mentioned that the data centers hosting the cloud-based services utilize large amount of energy, power and resources. Hence, there is a need of an efficient resource management model for cloud that involves in reducing the resource consumption and computational cost. And, for managing the virtual resources with respect to the varying demands in cloud environment, dynamic virtual resource management is required. With that concern, this paper presents a model called Energy and Power Aware Dynamic Migration (EPADM). Based on the model design, the main objectives such as, efficient resource mapping and provisioning algorithms are presented. The dynamic Virtual Migration (VM) operation comprises the VM relocation and consolidation parts for achieving desirable results. Moreover, the paper also concentrates on reducing the SLA (Service Level Agreement) based violation, which is a significant factor to be considered on cloud. The proposed EPADM model is evaluated using the CloudSim toolkit. The results illustrate that the proposed model has massive potential than others, as it provides energy-power efficiency, reduced SLA violations under distinctive workload cases.
ISSN:0929-6212
1572-834X
DOI:10.1007/s11277-020-07990-z