swagshaw / Awesome-Cloud-Edge-AILinks
A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.
☆29Updated 3 years ago
Alternatives and similar repositories for Awesome-Cloud-Edge-AI
Users that are interested in Awesome-Cloud-Edge-AI are comparing it to the libraries listed below
Sorting:
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆41Updated 3 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☆12Updated 4 years ago
- A DNN model partition demo☆31Updated 5 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Updated 4 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆73Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 10 months ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆40Updated last year
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆40Updated last year
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆13Updated last year
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆13Updated 2 years ago
- ☆13Updated 5 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 years ago
- Federated learning platform for edge computing, based on KubeEdge☆27Updated 3 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Updated 2 years ago
- Pytorch-based early exit network inspired by branchynet☆31Updated 3 weeks ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆21Updated 2 years ago
- ☆25Updated 4 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆81Updated last year
- ☆22Updated 2 years ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆17Updated 2 years ago
- Migration of Edge-based Distributed Federated Learning☆25Updated 2 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆27Updated 4 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆17Updated 7 months ago
- TPDS paper, EdgeTB: a Hybrid Testbed for Distributed Machine Learning at the Edge with High Fidelity☆17Updated 3 years ago
- ☆28Updated last year
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆33Updated last year
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆17Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago