DistrEdge: Speeding up Convolutional Neural Network Inference on
Distributed Edge Devices

DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices

3 February 2022

Papers citing "DistrEdge: Speeding up Convolutional Neural Network Inference on Distributed Edge Devices"

11 / 11 papers shown

Title
A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications Lucas Rey Ana M. Bernardos Andrzej D. Dobrzycki David Carramiñana Luca Bergesio Juan A. Besada José Ramón Casar 49 3 0 06 Feb 2025
AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning Lixian Jing Jianpeng Qi Junyu Dong Yanwei Yu 3DPC AI4CE 44 0 0 24 Dec 2024
ED-ViT: Splitting Vision Transformer for Distributed Inference on Edge Devices Xiang Liu Yijun Song Xia Li Yifei Sun Huiying Lan Zemin Liu Linshan Jiang Jialin Li 19 1 0 15 Oct 2024
Learning the Optimal Path and DNN Partition for Collaborative Edge Inference Yin Huang Letian Zhang Jie Xu 20 1 0 02 Oct 2024
Embedded Distributed Inference of Deep Neural Networks: A Systematic Review Federico Nicolás Peccia Oliver Bringmann 36 0 0 06 May 2024
Synergy: Towards On-Body AI via Tiny AI Accelerator Collaboration on Wearables Taesik Gong S. Jang Utku Günay Acer F. Kawsar Chulhong Min 33 2 0 11 Dec 2023
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs Halima Bouzidi Mohanad Odema Hamza Ouarnoughi Smail Niar Mohammad Abdullah Al Faruque 29 8 0 24 Feb 2023
DISCO: Distributed Inference with Sparse Communications Minghai Qin Chaowen Sun Jaco A. Hofmann D. Vučinić FedML 27 1 0 22 Feb 2023
PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices Xiang Yang Zikang Xu Q. Qi Jingyu Wang Haifeng Sun J. Liao Song Guo 16 11 0 17 Jun 2022
DeepMix: Mobility-aware, Lightweight, and Hybrid 3D Object Detection for Headsets Yongjie Guan Xueyu Hou Na Wu Bo Han Tao Han 3DH 26 24 0 15 Jan 2022
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,821 0 17 Sep 2019