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.
☆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☆42Updated 3 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 9 months ago
- Pytorch-based early exit network inspired by branchynet☆31Updated last month
- ☆13Updated 5 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Updated 4 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆39Updated last year
- Adaptive Offloading of Federated Learning on IoT Devices☆73Updated 2 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 3 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Updated 5 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆27Updated 4 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆39Updated last year
- A DNN model partition demo☆31Updated 5 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆13Updated last year
- ☆22Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated last year
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆21Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆37Updated last year
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆16Updated 7 months ago
- Self-Supervised Deep Learning based Surrogate Models for Fault-Tolerant Edge Computing☆20Updated 2 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆79Updated last year
- ☆25Updated 4 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆17Updated 2 years ago
- [Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆44Updated last year
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆16Updated last year
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆72Updated 4 months ago
- 基于提前退出部分样本原理而实现的带分支网络(supported by chainer)☆45Updated 6 years ago
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆42Updated 2 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆31Updated last year