At the Edge? Wait no More: Immediate Placement of Time-Critical SFCs with VNF Sharing

Amir Mohamad, H. Hassanein
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引用次数: 1

Abstract

The increasing demand on real-time and time-critical applications such as augmented reality, virtual reality, collision avoidance and industrial IoT, is fuelled by the low-latency promised by next-generation mobile networks (5G). Time-critical applications and services are real-time software whose failure could result in catastrophic consequences such as fatalities, damage to property, even financial losses. Edge computing is the main enabler of 5G ultra-low latency use cases. Edge resources are limited compared to the abundant cloud computing resources. As such, provisioning time-critical applications at the edge is more challenging and demanding. Even though virtual network function (VNF) sharing improves the utilization of the service providers’ resources, service requests -including time-critical ones- can still be rejected due to insufficient resources. This paper proposes IPTSV, an immediate placement scheme for time-critical services with VNF sharing. The proposed scheme prioritizes time-critical premium (Pr) services over best-effort (BE) services. In cases when no resources are available for Pr services, a preemption mechanism preempts resources for the Pr service, by deporting one or more deployed BE services. The experimental results show that IPTSV can reduce the Pr services rejection rate to $\sim 0\%$, while minimizing the disturbance that BE services might witness such as prolonged waiting and turnaround times.
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在边缘?不再等待:使用VNF共享立即放置时间紧迫的sfc
下一代移动网络(5G)承诺的低延迟推动了对增强现实、虚拟现实、防撞和工业物联网等实时和时间关键型应用日益增长的需求。时间关键型应用程序和服务是实时软件,其故障可能导致灾难性后果,如死亡、财产损坏,甚至经济损失。边缘计算是5G超低延迟用例的主要推动者。与丰富的云计算资源相比,边缘资源是有限的。因此,在边缘配置时间关键型应用程序更具挑战性和要求。尽管虚拟网络功能(VNF)共享提高了服务提供商的资源利用率,但服务请求(包括时间关键型请求)仍然可能因资源不足而被拒绝。本文提出了一种基于VNF共享的时间关键型业务的即时布局方案IPTSV。建议的方案优先考虑时间紧迫的收费服务,而不是最努力的服务。在没有资源可用于Pr服务的情况下,抢占机制通过导出一个或多个已部署的BE服务来抢占Pr服务的资源。实验结果表明,IPTSV可以将Pr业务的拒接率降低到0 %,同时最大限度地减少BE业务可能出现的等待时间和周转时间延长等干扰。
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