Execution Traces of an MNIST Workflow on a Serverless Edge Testbed
收藏NIAID Data Ecosystem2026-03-11 收录
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https://zenodo.org/record/3628453
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资源简介：
For the evaluation of a Serverless Edge Computing platform, we built an Edge Cloud testbed consisting of several machines:
A Cloud VM
An Nvidia Jetson TX
Four Raspberry Pi 3b+
Two Intel NUCs with i5 processors
We were interested in profiling these devices with a Machine Learning workflow deployed as a serverless application. To that end, we implemented three functions: Preprocessing, Training, and Serving as OpenFaaS functions. The workflow trains an MNIST model.
创建时间：
2020-02-21
