swagshaw / Awesome-Cloud-Edge-AI
A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.
☆24Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Awesome-Cloud-Edge-AI
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆10Updated 3 months ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆37Updated 3 years ago
- Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (FedSTIL)☆30Updated 2 years ago
- Pytorch-based early exit network inspired by branchynet☆28Updated last year
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆27Updated last year
- 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☆11Updated 3 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆25Updated 3 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆17Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆37Updated last year
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆30Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆35Updated last year
- Source code for Jellyfish, a soft real-time inference serving system☆12Updated last year
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆28Updated 4 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 years ago
- ☆20Updated last year
- ☆188Updated 9 months ago
- ☆12Updated 4 years ago
- A DNN model partition demo☆30Updated 4 years ago
- ☆24Updated 3 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆62Updated last year
- Federated learning platform for edge computing, based on KubeEdge☆27Updated 3 years ago
- ☆94Updated 9 months ago
- Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"☆16Updated last year
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆27Updated 9 months ago
- MobiSys#114☆21Updated last year
- Source code and datasets for Ekya, a system for continuous learning on the edge.☆101Updated 2 years ago
- This is a list of awesome edgeAI inference related papers.☆88Updated 10 months ago
- [WACV 2022] "Supervised Compression for Resource-Constrained Edge Computing Systems"☆29Updated last year
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆31Updated last year