Cloud Data Centers have become the backbone infrastructure to provide services. With the emerging edge computing paradigm, computation and networking capabilities have been pushed from clouds to the edge to provide computation, intelligence, networking management with low end-to-end latency. Service migration across different computing nodes in edge and cloud computing becomes essential to guarantee the quality of service in the dynamic environment. Many studies have been conducted on the 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 of VM and container. Recently, several studies service migration in the edge-centric computing paradigms. However, there is a lack of surveys to focus on the live migration management in edge and cloud computing environments. We examine the characteristics of each field and conduct a migration management-centric taxonomy and survey. We also identify the gap and research opportunities to guarantee the performance of resource management with live migrations.
翻译:随着新兴的边缘计算模式,计算和联网能力已经从云层推向边缘,以提供计算、情报、低端到终端的网络管理; 边缘和云计算中的不同计算节点之间的服务迁移对于保障动态环境中的服务质量至关重要; 对涉及迁移的虚拟机器的动态资源管理进行了许多研究,以实现各种目标,如负载平衡、整合、性能、节能和灾后恢复等; 有些国家进行了调查,以改进和预测VM和集装箱的单一实时迁移的性能。 最近,有几项研究为边缘中心计算模式的迁移提供服务。然而,缺乏以边缘和云计算环境中的现场移徙管理为重点的调查。我们检查了每个领域的特点,并进行了移徙管理中心分类和调查。我们还查明了差距和研究机会,以保证资源管理的绩效与实时迁移。