A Taxonomy of Live Migration Management in Cloud Computing

计算机科学 云计算 实时迁移 分布式计算 调度(生产过程) 服务质量 数据科学 过程管理 虚拟化 计算机网络 运营管理 操作系统 业务 经济
作者
TianZhang He,Rajkumar Buyya
出处
期刊:ACM Computing Surveys [Association for Computing Machinery]
卷期号:56 (3): 1-33 被引量:24
标识
DOI:10.1145/3615353
摘要

Cloud Data Centers have become the key infrastructure for providing services. Instance migration across different computing nodes in edge and cloud computing is essential to guarantee the quality of service in dynamic environments. Many studies have been conducted on dynamic resource management involving migrating Virtual Machines to achieve various objectives, such as load balancing, consolidation, performance, energy-saving, and disaster recovery. Some have investigated to improve and predict the performance of single live migration. Recently, several research studies service migration in edge-centric computing paradigms. However, there is a lack of taxonomy and survey that focuses on the management of live migration in edge and cloud computing environments. In this article, we examine the characteristics of each field and propose a migration management-centric taxonomy to provide a holistic framework and guideline for researchers on the topic, including the performance and cost model, migration generations in resource management algorithms, migration planning and scheduling, and migration lifecycle management and orchestration. We also identify research gaps and opportunities to improve the performance of resource management with live migrations.
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