LL-MEC: Enabling Low Latency Edge Applications

N. Nikaein, Xenofon Vasilakos, A. Huang
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引用次数: 24

Abstract

We present LL-MEC, the first open source Low-Latency Multi-access Edge Computing (MEC) platform enabling mobile network monitoring, control, and programmability while retaining compatibility with 3GPP and ETSI specifications. LL-MEC achieves coordinated resource programmability in end-to-end slicing scenarios by leveraging SDN towards an appropriate allocation of resources, thus drastically improving the performance of slices. We evaluate LL-MEC in three practical case studies, namely, (i) end-to-end mobile network slicing, (ii) RAN-aware video content optimization and (iii) IoT gateway, and show that it achieves a 2-4x lower user plane latency compared to LTE, while enabling low latency edge applications to operate on a per millisecond basis. Also, we highlight the benefits of RAN-aware applications in improving user Quality of Experience (QoE), showing a significant user latency reduction along with a much lower variability compared to legacy LTE. Last, a compatibility evaluation of LL-MEC over the OpenAirInterface real-time LTE platform demonstrates the scalability merits of LL-MEC due to the use of an OpenFlow Virtual Switch for the user plane function, rather than a Linux kernel in typical LTE setups.
LL-MEC:启用低延迟边缘应用程序
我们提出了LL-MEC,这是第一个开源低延迟多访问边缘计算(MEC)平台,可实现移动网络监控、控制和可编程性,同时保持与3GPP和ETSI规范的兼容性。LL-MEC通过利用SDN实现适当的资源分配,从而在端到端切片场景中实现协调的资源可编程性,从而大大提高了切片的性能。我们在三个实际案例研究中评估了LL-MEC,即(i)端到端移动网络切片,(ii) ran感知视频内容优化和(iii)物联网网关,并表明与LTE相比,它实现了2-4倍的低用户平面延迟,同时使低延迟边缘应用程序能够以每毫秒为基础运行。此外,我们还强调了ran感知应用在提高用户体验质量(QoE)方面的好处,与传统LTE相比,它显着降低了用户延迟,并降低了可变性。最后,对LL-MEC在OpenAirInterface实时LTE平台上的兼容性评估表明,由于在典型的LTE设置中使用OpenFlow虚拟交换机来实现用户平面功能,而不是Linux内核,LL-MEC具有可扩展性优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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