Towards Auction-Based Function Placement in Serverless Fog Platforms

David Bermbach, S. Maghsudi, Jonathan Hasenburg, Tobias Pfandzelter
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引用次数: 34

Abstract

The Function-as-a-Service (FaaS) paradigm has a lot of potential as a computing model for fog environments comprising both cloud and edge nodes. When the request rate exceeds capacity limits at the edge, some functions need to be offloaded from the edge towards the cloud.In this position paper, we propose an auction-based approach in which application developers bid on resources. This allows fog nodes to make a local decision about which functions to offload while maximizing revenue. For a first evaluation of our approach, we use simulation.
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在无服务器雾平台中实现基于拍卖的功能放置
功能即服务(FaaS)范式作为包含云和边缘节点的雾环境的计算模型具有很大的潜力。当请求速率超过边缘的容量限制时,需要将一些功能从边缘卸载到云。在本文中,我们提出了一种基于拍卖的方法,应用程序开发人员对资源进行竞标。这允许雾节点在最大化收益的同时,对卸载哪些功能做出本地决策。对于我们的方法的第一次评估,我们使用模拟。
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tinyFaaS: A Lightweight FaaS Platform for Edge Environments ICFC 2020 Commentary Fog Computing for Augmented Reality: Trends, Challenges and Opportunities ICFC 2020 Index [Copyright notice]
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