IoTDATALab / RTCoInfer
The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images
☆14Updated 2 years ago
Alternatives and similar repositories for RTCoInfer:
Users that are interested in RTCoInfer are comparing it to the libraries listed below
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆12Updated last year
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆33Updated last year
- A DNN model partition demo☆30Updated 5 years ago
- ☆12Updated 5 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆18Updated last year
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆40Updated 3 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆35Updated last year
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆12Updated 6 months ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆11Updated last year
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆68Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆35Updated last year
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆57Updated last month
- ☆25Updated 3 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆13Updated 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
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆27Updated 4 years ago
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Updated 4 years ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆12Updated last year
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆18Updated 3 years ago
- ☆11Updated 2 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆26Updated 4 years ago
- These are the implementations of two service placement algorithms for fog computing in python 2.7. One is an ILP-based algorithm and the …☆25Updated 2 years ago
- [TMC'22] SplitPlace: AI Augmented Splitting and Placement of Large-Scale Neural Networks in Mobile Edge Environments☆16Updated 2 years ago
- A python package for solving the dependent function embedding problems.☆19Updated 2 years ago
- Migration of Edge-based Distributed Federated Learning☆25Updated 2 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
- 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
- MEC,Edge service, Edge Application, Service Computing.☆59Updated 2 years ago
- This is the code for the paper published in IEEE Cloud Computing 2022☆11Updated 2 years ago
- The source code and experimental results of RSDQL.☆23Updated 2 years ago