Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"
☆14Aug 22, 2025Updated 6 months ago
Alternatives and similar repositories for EdgeLD
Users that are interested in EdgeLD are comparing it to the libraries listed below
Sorting:
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆15Aug 22, 2025Updated 6 months ago
- Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"☆11Aug 22, 2025Updated 6 months ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆23Aug 24, 2025Updated 6 months ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 2021Updated 4 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆18Jun 26, 2023Updated 2 years ago
- Distributed Edge Inference for Deep Neural Networks☆19Feb 28, 2022Updated 4 years ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆20Aug 22, 2025Updated 6 months ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆45Jul 30, 2023Updated 2 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- (ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference☆12Jun 22, 2020Updated 5 years ago
- DNN_Partition辅助工具，用于对pytorch模型进行简单的性能分析以及支持模型切分☆14May 31, 2021Updated 4 years ago
- Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"☆12Aug 22, 2025Updated 6 months ago
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆88Mar 18, 2020Updated 5 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆18Jul 27, 2024Updated last year
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆29Apr 29, 2021Updated 4 years ago
- Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"☆65May 19, 2023Updated 2 years ago
- 遗传算法解决混合流水车间调度问题☆12Mar 25, 2020Updated 5 years ago
- ☆13Aug 14, 2023Updated 2 years ago
- A modular management and configuration framework for distributed real-time applications in a TSN-based network☆10Sep 5, 2024Updated last year
- A project from EECS6414M of Winter 2020 at York University☆11Mar 26, 2020Updated 5 years ago
- 函数工作流可视化编排解决方案☆11Nov 1, 2024Updated last year
- solving knapsack problem with n items with GA(genetic algorithm)☆11Feb 22, 2025Updated last year
- Simulating the quantum approximate optimization algorithm with Matlab☆12Aug 26, 2021Updated 4 years ago
- detect UAV based on YOLOv5 and siamRPN☆10Oct 20, 2021Updated 4 years ago
- This repository contains the implementation of various techniques to segment brain tumors from MRI images.☆10Aug 17, 2023Updated 2 years ago
- DNN partition edge-cloud co-infer☆12Jun 11, 2023Updated 2 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆45Oct 26, 2023Updated 2 years ago
- ☆14May 28, 2023Updated 2 years ago
- 基于遗传算法的排课系统☆10Feb 12, 2022Updated 4 years ago
- Determine a schedule for running a set of jobs on a certain number of machines using the LeapHybridCQMSampler.☆16Jun 3, 2025Updated 8 months ago
- CoPur: Certifiably Robust Collaborative Inference via Feature Purification (NeurIPS 2022)☆11Dec 7, 2022Updated 3 years ago
- ☆11Jun 19, 2024Updated last year
- Final year research project to design a programmable virtual switch based on the specifications of a TSN to be implemented on a TSN netwo…☆13Nov 17, 2020Updated 5 years ago
- This project accelerates deep learning models on the edge with the support of running ensemble learning for performance improvement. The …☆11Jun 21, 2022Updated 3 years ago
- 基于ROS的多无人机协同控制☆12May 8, 2021Updated 4 years ago
- ROCT-Net: A new ensemble deep convolutional model with improved spatial resolution learning for detecting common diseases from retinal OC…☆12Mar 3, 2022Updated 3 years ago