Execution Traces of an MNIST Workflow on a Serverless Edge Testbed
| Main Authors: | Alexander Rashed, Thomas Rausch |
|---|---|
| Format: | info dataset eJournal |
| Bahasa: | eng |
| Terbitan: |
, 2020
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| Subjects: | |
| Online Access: |
https://zenodo.org/record/3628454 |
Daftar Isi:
- 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.