lewin4 / DNN-PartitionLinks
DNN partition edge-cloud co-infer
☆11Updated 2 years ago
Alternatives and similar repositories for DNN-Partition
Users that are interested in DNN-Partition are comparing it to the libraries listed below
Sorting:
- A DNN model partition demo☆32Updated 6 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆14Updated 4 months ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆16Updated 3 years ago
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆11Updated 2 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆17Updated last year
- [IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and […☆36Updated 2 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆15Updated 2 years ago
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆44Updated 2 years ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆14Updated 4 months 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☆14Updated 4 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆44Updated 2 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Updated 5 years ago
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆103Updated 2 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆23Updated 4 months ago
- ☆13Updated 5 years ago
- Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"☆11Updated 4 months ago
- This is a repository for the implementation of the paper "Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient…☆14Updated 2 years ago
- ☆27Updated 4 years ago
- ☆11Updated 2 years ago
- ☆13Updated 2 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆76Updated 3 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆95Updated last year
- ☆74Updated 2 years ago
- [Infocom'22] Preemptive Migration Prediction Network for Proactive Fault Tolerant Edge Computing☆44Updated last year
- [ICPR 2020] "Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks" and [ACM MobiCom EMDL …☆25Updated 2 years ago
- Network aware load balancing for edge/cloud computing using deep reinforcement learning☆19Updated 4 years ago
- Migration of Edge-based Distributed Federated Learning☆25Updated 3 years ago
- implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing☆60Updated 2 years ago
- ☆13Updated 2 years ago