fangvv / EdgeDI
Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"
☆12Updated last year
Alternatives and similar repositories for EdgeDI:
Users that are interested in EdgeDI are comparing it to the libraries listed below
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆14Updated 2 years ago
- A DNN model partition demo☆30Updated 5 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆33Updated last year
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆18Updated 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
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 7 months ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆12Updated last year
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆35Updated last year
- ☆13Updated 5 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆69Updated last year
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆12Updated last year
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆13Updated last year
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆58Updated 2 months ago
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆18Updated 3 years ago
- Derfei / Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-CooperationThe code for paper titled "Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-Cooperation"☆63Updated 4 years ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆12Updated last year
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆12Updated 3 years ago
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆35Updated last year
- ☆65Updated last year
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆16Updated 2 years ago
- ☆27Updated last year
- ☆25Updated 4 years ago
- Proposing Discrete Gray Wolf Optimizer (DGWO), comparing with other optimizers for Mobile Edge Computing (MEC) task offloading scheduling…☆16Updated 2 years ago
- A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).☆85Updated 5 years ago
- ☆11Updated 2 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆8Updated last year
- computation offloading in mobile edge computation using Reinforcement Learning☆66Updated 3 years ago
- Edge computing☆30Updated 5 years ago
- ☆18Updated last year