Takahiro Hirofuchi, H. Nakada, S. Itoh, S. Sekiguchi
{"title":"通过复制后动态迁移实现虚拟机的响应性整合","authors":"Takahiro Hirofuchi, H. Nakada, S. Itoh, S. Sekiguchi","doi":"10.1145/1996121.1996125","DOIUrl":null,"url":null,"abstract":"Dynamic consolidation of virtual machines (VMs) through live migration is a promising technology for IaaS datacenters. VMs are dynamically packed onto fewer server nodes, thereby eliminating excessive power consumption. Existing studies on VM consolidation, however, are based on precopy live migration, which requires dozens of seconds to switch the execution hosts of VMs. It is difficult to optimize VM locations quickly on sudden load changes, resulting in serious violations of VM performance criteria. In this paper, we propose an advanced VM consolidation system exploiting postcopy live migration, which greatly alleviates performance degradation. VM locations are reactively optimized in response to ever-changing resource usage. Sudden overloading of server nodes are promptly resolved by quickly switching the execution hosts of VMs. We have developed a prototype of our consolidation system and evaluated its feasibility through experiments. Our results show that our consolidation system achieved a higher degree of performance assurance than using precopy migration. Performance degradation is 12% or less, even for memory-intensive workloads, which is less than half the level using precopy migration.","PeriodicalId":176127,"journal":{"name":"Virtualization Technologies in Distributed Computing","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"74","resultStr":"{\"title\":\"Reactive consolidation of virtual machines enabled by postcopy live migration\",\"authors\":\"Takahiro Hirofuchi, H. Nakada, S. Itoh, S. Sekiguchi\",\"doi\":\"10.1145/1996121.1996125\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Dynamic consolidation of virtual machines (VMs) through live migration is a promising technology for IaaS datacenters. VMs are dynamically packed onto fewer server nodes, thereby eliminating excessive power consumption. Existing studies on VM consolidation, however, are based on precopy live migration, which requires dozens of seconds to switch the execution hosts of VMs. It is difficult to optimize VM locations quickly on sudden load changes, resulting in serious violations of VM performance criteria. In this paper, we propose an advanced VM consolidation system exploiting postcopy live migration, which greatly alleviates performance degradation. VM locations are reactively optimized in response to ever-changing resource usage. Sudden overloading of server nodes are promptly resolved by quickly switching the execution hosts of VMs. We have developed a prototype of our consolidation system and evaluated its feasibility through experiments. Our results show that our consolidation system achieved a higher degree of performance assurance than using precopy migration. Performance degradation is 12% or less, even for memory-intensive workloads, which is less than half the level using precopy migration.\",\"PeriodicalId\":176127,\"journal\":{\"name\":\"Virtualization Technologies in Distributed Computing\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-06-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"74\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Virtualization Technologies in Distributed Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/1996121.1996125\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Virtualization Technologies in Distributed Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1996121.1996125","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Reactive consolidation of virtual machines enabled by postcopy live migration
Dynamic consolidation of virtual machines (VMs) through live migration is a promising technology for IaaS datacenters. VMs are dynamically packed onto fewer server nodes, thereby eliminating excessive power consumption. Existing studies on VM consolidation, however, are based on precopy live migration, which requires dozens of seconds to switch the execution hosts of VMs. It is difficult to optimize VM locations quickly on sudden load changes, resulting in serious violations of VM performance criteria. In this paper, we propose an advanced VM consolidation system exploiting postcopy live migration, which greatly alleviates performance degradation. VM locations are reactively optimized in response to ever-changing resource usage. Sudden overloading of server nodes are promptly resolved by quickly switching the execution hosts of VMs. We have developed a prototype of our consolidation system and evaluated its feasibility through experiments. Our results show that our consolidation system achieved a higher degree of performance assurance than using precopy migration. Performance degradation is 12% or less, even for memory-intensive workloads, which is less than half the level using precopy migration.