Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications

E. Carlini, Hanna Kavalionak, Patrizio Dazzi, L. Ferrucci, M. Coppola, M. Mordacchini
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Abstract

Edge computing promises to bring computation and storage close to end-users, opening exciting new areas of improvement for applications with a high level of interactivity and requiring low latency. However, these improvements require careful scheduling of applications in the correct Edge resource. This decision is generally taken by considering multiple parameters, including the network capabilities. In this paper, we discuss an approach that measures latency and bandwidth between multiple clients and Edge servers. The approach is based on recent Serverless computing technologies, and it is meant as a support to take timely and correct scheduling decisions in the Edge. We also provide the description of a proof of concept implementation of the said approach.
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面向分布式低延迟边缘应用的功能即服务网络测量
边缘计算有望使计算和存储更接近最终用户,为具有高交互性和低延迟要求的应用程序打开令人兴奋的新改进领域。然而,这些改进需要在正确的Edge资源中仔细调度应用程序。这个决定通常是通过考虑多个参数来做出的,包括网络功能。在本文中,我们讨论了一种测量多个客户端和边缘服务器之间延迟和带宽的方法。该方法基于最新的无服务器计算技术,旨在支持在Edge中采取及时和正确的调度决策。我们还提供了上述方法的概念验证实现的描述。
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