4,724 research outputs found

    Dasaset supporting the publication "Late Breaking Results: Adaptive Ensembles of Dynamic DNNs for Collaborative Edge Inference"

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    This dataset supports the publication: &quot;Late Breaking Results: Adaptive Ensembles of Dynamic DNNs for Collaborative Edge Inference&quot; 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.</span

    Dataset supporting the conference paper &quot;Fluid dynamic DNNs for reliable and adaptive distributed inference on edge devices&quot;

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    This dataset supports the publication: &quot;Fluid Dynamic DNNs for Reliable and Adaptive Distributed Inference on Edge Devices&quot; by Lei Xun, Mingyu Hu, Hengrui Zhao, Amit Kumar Singh, Jonathon Hare, Geoff V. Merrett CONFERENCE: Design, Automation and Test in Europe Conference 2024 This dataset includes the experimental results for Figure 2 of the paper, showing the throughput and accuracy of the different models (static, dynamic and fluid) considered under different distributed-system cases (master &amp; worker, master, worker). This dataset contains: -&#39;data.csv&#39;: Data supporting Fig. 2. The throughput and accuracy of the different models (static, dynamic and fluid) considered under different distributed-system cases (master &amp; worker, master, worker). Related projects: International Centre for Spatial Computational Learning </span

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    sj-txt-1-hpx-10.1177_00185787241231739 – for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV)

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    sj-txt-1-hpx-10.1177_00185787241231739 for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV) by Alok Singh, Dhyuti Gupta, Pankaj Kumar Kannauje and Amit Kumar Agrawal in Hospital Pharmacy</p

    sj-docx-5-hpx-10.1177_00185787241231739 – Supplemental material for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV)

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    Supplemental material, sj-docx-5-hpx-10.1177_00185787241231739 for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV) by Alok Singh, Dhyuti Gupta, Pankaj Kumar Kannauje and Amit Kumar Agrawal in Hospital Pharmacy</p

    sj-docx-6-hpx-10.1177_00185787241231739 – Supplemental material for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV)

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    Supplemental material, sj-docx-6-hpx-10.1177_00185787241231739 for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV) by Alok Singh, Dhyuti Gupta, Pankaj Kumar Kannauje and Amit Kumar Agrawal in Hospital Pharmacy</p

    sj-docx-3-hpx-10.1177_00185787241231739 – Supplemental material for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV)

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    Supplemental material, sj-docx-3-hpx-10.1177_00185787241231739 for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV) by Alok Singh, Dhyuti Gupta, Pankaj Kumar Kannauje and Amit Kumar Agrawal in Hospital Pharmacy</p

    sj-docx-2-hpx-10.1177_00185787241231739 – Supplemental material for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV)

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    Supplemental material, sj-docx-2-hpx-10.1177_00185787241231739 for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV) by Alok Singh, Dhyuti Gupta, Pankaj Kumar Kannauje and Amit Kumar Agrawal in Hospital Pharmacy</p

    sj-docx-4-hpx-10.1177_00185787241231739 – Supplemental material for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV)

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    Supplemental material, sj-docx-4-hpx-10.1177_00185787241231739 for Trial Sequential Analysis and Meta-Analysis of Olanzapine in Pediatric Patients for Chemotherapy-Induced Nausea and Vomiting (CINV) by Alok Singh, Dhyuti Gupta, Pankaj Kumar Kannauje and Amit Kumar Agrawal in Hospital Pharmacy</p
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