READ ME File for 'Dataset for "Late Breaking Results: Adaptive Ensembles of Dynamic DNNs for Collaborative Edge Inference"'

Dataset DOI: https://doi.org/10.5258/SOTON/D3834

ReadMe Author: Mingyu Hu, University of Southampton

This dataset supports the publication:

AUTHORS: Mingyu Hu, Amit Kumar Singh, Jonathon Hare, Geoff V. Merrett

TITLE: Late Breaking Results: Adaptive Ensembles of Dynamic DNNs for Collaborative Edge Inference

CONFERENCE: Design, Automation and Test in Europe Conference 2026

PAPER DOI IF KNOWN: https://doi.org/10.5258/SOTON/D3834

This dataset contains:

'data.csv': Data supporting：

Figure 3: Results of Ensemble accuracy from different combinations of 4 model instance of Dynamic ResNet-18.
Figure 4: Comparison of inference latency with different methods under different deadlines.
Figure 5: Comparison of inference accuracy with different methods under different deadlines.

Date of data collection: September - November 2025

Information about geographic location of data collection: Southampton, UK

Licence: CC BY 4.0

Date that the file was created: November 2025