To overcome long propagation delays for data exchange between the remote cloud data center and end devices in Mobile Cloud Computing (MCC), Mobile Edge Computing (MEC) is merging to push mobile computing, network control and storage to the network edges. A cloudlet in MEC is a mobility-enhanced small-scale cloud, which contains several MEC servers located in close proximity to mobile devices. The main purpose of a cloudlet is to stably provide services to mobile devices with low latency. When a cloudlet offers hundreds kinds of services to millions of mobile devices, it is critical to balance the loads so as to improve performance. In this paper, we propose a three-layer mobile hybrid hierarchical P2P (MHP2P) model as a cloudlet. MHP2P performs satisfactory service lookup efficiency and system scalability as well as high stability. More importantly, a load balance scheme is provided so that the loads of MHP2P can be well balanced with the increasing of MEC servers and query load. A large number of simulation experiments indicate that the proposed scheme is efficient for enhancing the load balancing performance in MHP2P based MEC systems.
翻译:为了克服远程云数据中心和移动云计算(MCC)终端设备之间数据交换的长期传播延误,移动边缘计算(MEC)正在合并,将移动计算、网络控制和存储推到网络边缘。MEC中的云是一个增强机动性的小型云,其中包括几个位于移动设备附近的多部MEC服务器。云的主要目的,是为低悬浮的移动设备提供隐性服务。当一个云向数百万个移动设备提供数百种服务时,平衡负荷至关重要,以便提高性能。在本文件中,我们提议将一个三层移动混合P2P(MHP2P)模型作为云。MHP2P具有令人满意的服务外观效率和系统可扩展性,并且具有高度稳定性。更重要的是,提供了一个负载平衡计划,使MHP2P的负荷能够与MEC服务器和查询负荷的增加保持平衡。大量模拟实验表明,拟议的计划对于提高以MHP2P为基础的MEC系统的工作量平衡性能十分有效。