Dasaset supporting the publication "Late Breaking Results: Adaptive Ensembles of Dynamic DNNs for Collaborative Edge Inference"
Abstract
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.
Fields of Study & Subjects
IoT and Edge/Fog Computing
Advanced Neural Network Applications
Real-Time Systems Scheduling
Publication details
- Journal / source
- ePrints Soton (University of Southampton)
- Publication date
- 28 January 2026
- Language
- EN
- Document type
- Dataset