Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration

Firstly the experiments to verify the relationship between the number of dirty memory pages and application characteristics which exist in virtual machine migration was conducted.Then,different virtual machine application characteristics were perceived,with which the number of dirty memory pages pro...

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Main Authors: Xiang LI, Ning-jiang CHEN, Shang-lin YANG, Hua LI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2017-11-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2017268
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author Xiang LI
Ning-jiang CHEN
Shang-lin YANG
Hua LI
author_facet Xiang LI
Ning-jiang CHEN
Shang-lin YANG
Hua LI
author_sort Xiang LI
collection DOAJ
description Firstly the experiments to verify the relationship between the number of dirty memory pages and application characteristics which exist in virtual machine migration was conducted.Then,different virtual machine application characteristics were perceived,with which the number of dirty memory pages produced during the migrations was predicted by the use of GM(1,N) grey prediction model.At the same time,using residual correction to adjust error makes results more reliable.According to the prediction of memory dirty pages,network bandwidth was adjusted and reserved.Compared with the traditional pre-copy strategy,the given experiments show that the optimized strategy proposed can improve the performance of network and reduce migratory cost for the memory-intensive and network-intensive applications.
format Article
id doaj-art-342cfcb25956421fb2418182faf6c19e
institution OA Journals
issn 1000-436X
language zho
publishDate 2017-11-01
publisher Editorial Department of Journal on Communications
record_format Article
series Tongxin xuebao
spelling doaj-art-342cfcb25956421fb2418182faf6c19e2025-08-20T02:09:32ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2017-11-013814715559715574Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migrationXiang LINing-jiang CHENShang-lin YANGHua LIFirstly the experiments to verify the relationship between the number of dirty memory pages and application characteristics which exist in virtual machine migration was conducted.Then,different virtual machine application characteristics were perceived,with which the number of dirty memory pages produced during the migrations was predicted by the use of GM(1,N) grey prediction model.At the same time,using residual correction to adjust error makes results more reliable.According to the prediction of memory dirty pages,network bandwidth was adjusted and reserved.Compared with the traditional pre-copy strategy,the given experiments show that the optimized strategy proposed can improve the performance of network and reduce migratory cost for the memory-intensive and network-intensive applications.http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2017268virtual machine migration;grey prediction model;network bandwidth;application characteristic
spellingShingle Xiang LI
Ning-jiang CHEN
Shang-lin YANG
Hua LI
Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
Tongxin xuebao
virtual machine migration;grey prediction model;network bandwidth;application characteristic
title Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
title_full Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
title_fullStr Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
title_full_unstemmed Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
title_short Optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
title_sort optimization strategy of virtual machine online migration with awareness of application characteristics and network bandwidth migration
topic virtual machine migration;grey prediction model;network bandwidth;application characteristic
url http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2017268
work_keys_str_mv AT xiangli optimizationstrategyofvirtualmachineonlinemigrationwithawarenessofapplicationcharacteristicsandnetworkbandwidthmigration
AT ningjiangchen optimizationstrategyofvirtualmachineonlinemigrationwithawarenessofapplicationcharacteristicsandnetworkbandwidthmigration
AT shanglinyang optimizationstrategyofvirtualmachineonlinemigrationwithawarenessofapplicationcharacteristicsandnetworkbandwidthmigration
AT huali optimizationstrategyofvirtualmachineonlinemigrationwithawarenessofapplicationcharacteristicsandnetworkbandwidthmigration