Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering

Virtual Machine Migration Strategy Based on the Load Evaluation and Prediction under the Cloud Environment

Authors
Yueqi Zi, Yongqiang Sun, Yi Sun
Corresponding Author
Yueqi Zi
Available Online December 2015.
DOI
10.2991/nceece-15.2016.147How to use a DOI?
Keywords
Cloud Computing; Load Balancing; Prediction; Threshold; Virtual Machine Migration
Abstract

Concerning the centralized communication overloading of the virtual machine (VM) in the cloud computing center, this paper puts forward an adjustment strategy, that is, to build a model through the load evaluation of three threshold values in consideration of the load balancing and to achieve the objective of dynamic migration of the VM. First, load evaluation algorithm for four statuses is designed by increasing the division grade of the physical machine (PM). The exponential smoothing model based on time series trend prediction is introduced. Through the prediction of the load in the next moment, the overloaded PM is certified. The VMs to be migrated and the optimal objective target hosts are found out through the calculation of the utilization rate and the utilization trend of various VMs, CPUs, internal storage and bandwidth of target hosts. Based on that, the model is established and the VMs are migrated.

Copyright
© 2016, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering
Series
Advances in Engineering Research
Publication Date
December 2015
ISBN
978-94-6252-150-6
ISSN
2352-5401
DOI
10.2991/nceece-15.2016.147How to use a DOI?
Copyright
© 2016, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yueqi Zi
AU  - Yongqiang Sun
AU  - Yi Sun
PY  - 2015/12
DA  - 2015/12
TI  - Virtual Machine Migration Strategy Based on the Load Evaluation and Prediction under the Cloud Environment
BT  - Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering
PB  - Atlantis Press
SP  - 798
EP  - 803
SN  - 2352-5401
UR  - https://doi.org/10.2991/nceece-15.2016.147
DO  - 10.2991/nceece-15.2016.147
ID  - Zi2015/12
ER  -