Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"
☆16Aug 22, 2025Updated 8 months ago
Alternatives and similar repositories for EdgeDI
Users that are interested in EdgeDI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆15Aug 22, 2025Updated 8 months 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 "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆25Aug 24, 2025Updated 8 months ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- DNN partition edge-cloud co-infer☆12Jun 11, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- Distributed Edge Inference for Deep Neural Networks☆19Feb 28, 2022Updated 4 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆17Jul 27, 2024Updated last year
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆47Oct 26, 2023Updated 2 years ago
- This is the official implementation of Federated and Split Learning on multiple Raspberry Pi's. It is the demonstration of training the d…☆13Nov 16, 2022Updated 3 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆18Jun 26, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"☆11Aug 22, 2025Updated 8 months ago
- The idea of offloading 5G cellular data over WiFi is becoming very popular nowadays. Offloading data over active WiFi connection in Hands…☆19Apr 19, 2019Updated 7 years ago
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆13Jul 20, 2023Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆46Jul 30, 2023Updated 2 years ago
- 云边协同，模型推理通信框架☆15Aug 24, 2022Updated 3 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 2021Updated 4 years ago
- Some classical edge server placement algorithms are implemented.☆26Apr 15, 2022Updated 4 years ago
- PDF Paper File Rename Software 自动提取PDF论文的文章标题作为该PDF的文件名☆11May 18, 2021Updated 4 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆17Jan 22, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆108Jul 29, 2023Updated 2 years ago
- ☆11Apr 20, 2020Updated 6 years ago
- The repository for paper "PIB: Priority-Based Information Bottleneck for Collaborative Edge Inference in Video Analytics".☆15Mar 23, 2025Updated last year
- The source code of TMC 2024 article "All-Sky Autonomous Computing in UAV Swarm".☆25Dec 19, 2024Updated last year
- ☆11Apr 7, 2026Updated 3 weeks ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆98Jan 2, 2025Updated last year
- 随着移动云计算和边缘计算的快速发展，以及人工智能的广泛应用，产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中，但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆307Jul 13, 2022Updated 3 years ago
- Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"☆13Aug 22, 2025Updated 8 months ago
- 深度学习识别杂草☆11Mar 28, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CoPur: Certifiably Robust Collaborative Inference via Feature Purification (NeurIPS 2022)☆11Dec 7, 2022Updated 3 years ago
- ☆23Apr 5, 2025Updated last year
- A modular management and configuration framework for distributed real-time applications in a TSN-based network☆10Sep 5, 2024Updated last year
- JDDC基线模型Seq2Seq☆40May 8, 2018Updated 7 years ago
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆13Jul 21, 2024Updated last year
- tensorflow2_knowledge_distilling_example☆12Apr 26, 2022Updated 4 years ago
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Jun 16, 2023Updated 2 years ago