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Towards a Serverless Platform for Edge Computing

机译:迈向无服务器边缘计算平台

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The emergence of real-time and data-intensive applications empowered by mobile computing and IoT devices is challenging the success of centralized data centers, and fostering the adoption of the paradigm of fog/edge computing. Differently from cloud data centers, fog nodes are geographically distributed in proximity to data prosumers, taking advantage of the emerging wireless communication technologies and mobile networks. The limited resources of densely distributed fog nodes call for their efficient use by hosted applications and services. To address this challenge, and the needs of different application scenarios, this paper proposes a serverless platform for edge computing. It starts motivating the adoption of a serverless architecture. Then, it presents the services and mechanisms that are the building blocks of a Serverless Edge Platform. The paper also proposes a prototype platform and its assessment. Obtained results demonstrate the feasibility of the proposed solution for satisfying different application requirements in diverse deployment configurations of heterogeneous fog nodes.
机译:由移动计算和物联网设备支持的实时和数据密集型应用的出现正在挑战集中式数据中心的成功,并推动雾/边缘计算范式的采用。与云数据中心不同,雾节点利用新兴的无线通信技术和移动网络在地理上邻近数据生产者分布。密集分布的雾节点的有限资源要求托管的应用程序和服务有效地使用它们。为了解决这一挑战以及不同应用场景的需求,本文提出了一种无服务器边缘计算平台。它开始鼓励采用无服务器架构。然后,它介绍了服务和机制,这些服务和机制是无服务器边缘平台的构建块。本文还提出了一个原型平台及其评估。所得结果证明了所提出的解决方案在异构雾节点的不同部署配置中满足不同应用需求的可行性。

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