| Title: |
Dataset supporting the publication 'Late breaking results: Adaptive ensembles of dynamic DNNs for collaborative edge inference' |
| Authors: |
Hu, Mingyu; Singh, Amit Kumar; Hare, Jonathon; Merrett, Geoff |
| Publisher Information: |
University of Southampton |
| Publication Year: |
2026 |
| Collection: |
University of Southampton: e-Prints Soton |
| Description: |
This dataset supports the publication: "Late breaking results: Adaptive ensembles of dynamic DNNs for collaborative edge inference" by Mingyu Hu, Amit Kumar Singh, Jonathon Hare, Geoff V. Merrett. CONFERENCE: Design, Automation and Test in Europe Conference 2026 This dataset includes the experimental results for: 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. |
| Document Type: |
text; dataset |
| File Description: |
application/octet-stream; text |
| Language: |
English |
| Relation: |
https://eprints.soton.ac.uk/508581/1/data.csv; https://eprints.soton.ac.uk/508581/2/README.txt; Hu, Mingyu (2026) Dataset supporting the publication "Late breaking results: Adaptive ensembles of dynamic DNNs for collaborative edge inference". University of Southampton doi:10.5258/SOTON/D3834 [Dataset] |
| Availability: |
https://eprints.soton.ac.uk/508581/; https://eprints.soton.ac.uk/508581/1/data.csv; https://eprints.soton.ac.uk/508581/2/README.txt |
| Rights: |
cc_by_4 |
| Accession Number: |
edsbas.E7535463 |
| Database: |
BASE |