READ ME File for 'Dataset for "Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices"'

Dataset DOI: https://doi.org/10.5258/SOTON/D2886

ReadMe Author: Mingyu Hu, University of Southampton

This dataset supports the publication:

AUTHORS: Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon Hare, Geoff V. Merrett

TITLE: Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices

CONFERENCE: Design, Automation and Test in Europe Conference 2024

PAPER DOI IF KNOWN: https://doi.org/10.5258/SOTON/D2886




This dataset contains:


'data.csv': Data supporting Fig. 2. The throughput and accuracy of the different models (static, dynamic and fluid) considered under different distributed-system cases (master & worker, master, worker).




Date of data collection: October - November 2023

Information about geographic location of data collection: Southampton, UK

Licence: CC BY 4.0

Related projects: International Centre for Spatial Computational Learning

Date that the file was created: November 2023