云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge
☆46Jul 30, 2023Updated 2 years ago
Alternatives and similar repositories for DADS
Users that are interested in DADS are comparing it to the libraries listed below
Sorting:
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆97Jan 2, 2025Updated last year
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆46Oct 26, 2023Updated 2 years ago
- Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"☆14Aug 22, 2025Updated 6 months ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆15Aug 22, 2025Updated 6 months ago
- Distributed Edge Inference for Deep Neural Networks☆19Feb 28, 2022Updated 4 years ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 2 years ago
- Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"☆23Aug 24, 2025Updated 6 months ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆18Jun 26, 2023Updated 2 years ago
- ☆27Oct 14, 2023Updated 2 years ago
- Repository for AAAI'22 paper "MLink: Linking Black-Box Models for Collaborative Multi-Model Inference".☆11Oct 25, 2023Updated 2 years ago
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆12Jul 20, 2023Updated 2 years 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)☆45Apr 23, 2019Updated 6 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 6 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆37Jan 31, 2024Updated 2 years ago
- Dynamic Early Exit for Image Captioning☆17Oct 25, 2022Updated 3 years ago
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆15Jul 17, 2023Updated 2 years ago
- 随着移动云计算和边缘计算的快速发展,以及人工智能的广泛应用,产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中,但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆308Jul 13, 2022Updated 3 years ago
- Auto-Split: A General Framework of Collaborative Edge-Cloud AI☆14Aug 31, 2021Updated 4 years ago
- ☆31Sep 10, 2020Updated 5 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- 2021 Summer Research Internship project (UROP) at Imperial College London. Supervised by Prof George Constantinides and Ben Biggs☆17Dec 17, 2022Updated 3 years ago
- (Code) Multi-objective Sparrow Search Optimization for Task Scheduling in Fog-Cloud-Blockchain Systems☆20Oct 17, 2023Updated 2 years ago
- This is the repository for collecting and summarizing open-source datasets and tools for communication networks.☆191Feb 28, 2026Updated last week
- ☆134Oct 3, 2023Updated 2 years ago
- ☆22Apr 10, 2023Updated 2 years ago
- MEC task offloading(change ddpg into SAC)☆22Jun 20, 2022Updated 3 years ago
- Some classical edge server placement algorithms are implemented.☆26Apr 15, 2022Updated 3 years ago
- ☆27Feb 25, 2021Updated 5 years ago
- 2-stage pruning to favor distributed inference (local device compute half of the model, upload the feature for further computing on stron…☆23May 31, 2018Updated 7 years ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 5 years ago
- 个人整理的面试常见问题☆29Mar 6, 2023Updated 3 years ago
- ☆32Mar 19, 2024Updated last year
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆73Mar 14, 2025Updated 11 months ago
- ☆35Aug 17, 2022Updated 3 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆141Jan 17, 2026Updated last month
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- ☆18Jun 12, 2025Updated 8 months ago
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆344Jul 10, 2023Updated 2 years ago