云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary
☆97Jan 2, 2025Updated last year
Alternatives and similar repositories for Collaborative-Inference-Work-Summary
Users that are interested in Collaborative-Inference-Work-Summary are comparing it to the libraries listed below
Sorting:
- 云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge☆104Jul 29, 2023Updated 2 years ago
- The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images☆17Oct 18, 2022Updated 3 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆46Oct 26, 2023Updated 2 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of…☆13Jul 20, 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"☆25Aug 24, 2025Updated 6 months ago
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 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
- ☆22Apr 10, 2023Updated 2 years ago
- 后端程序员<Java / Golang>：知识点大杂烩 - 学习路线 - 八股总结 - 源码分析 - 知识拓展 - 实践总结☆38May 18, 2025Updated 10 months ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆16Aug 22, 2025Updated 7 months ago
- Repository for AAAI'22 paper "MLink: Linking Black-Box Models for Collaborative Multi-Model Inference".☆11Oct 25, 2023Updated 2 years ago
- ☆17Feb 8, 2024Updated 2 years ago
- PyTorch implementation of the paper: Decomposing Vision Transformers for Collaborative Inference in Edge Devices☆18Jul 27, 2024Updated 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☆14May 31, 2021Updated 4 years ago
- A curated list of awesome edge AI computing / system research.☆36Dec 12, 2024Updated last year
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆17Nov 5, 2025Updated 4 months ago
- This project will realize experiments about BranchyNet partitioning using pytorch framework☆29Jun 22, 2020Updated 5 years ago
- (HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing☆17Jan 22, 2024Updated 2 years ago
- A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper…☆33Jan 4, 2022Updated 4 years ago
- PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on Heterogeneous Edge Devices☆38Jan 31, 2024Updated 2 years ago
- ☆22Oct 2, 2021Updated 4 years ago
- KCES: A Workflow Containerization Scheduling Scheme Under Cloud-Edge Collaboration Framework☆15Aug 22, 2024Updated last year
- ☆23Apr 28, 2023Updated 2 years ago
- ☆118Jan 2, 2019Updated 7 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆92Apr 15, 2024Updated last year
- 车联网环境下的计算卸载方案，共包含4方实体：RSU、Smart Car、Service Organization、MEC Server☆13Jun 15, 2023Updated 2 years ago
- DNN partition edge-cloud co-infer☆12Jun 11, 2023Updated 2 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
- [EMSOFT 2022] Adaptive Edge Offloading for Image Classification Under Rate Limit☆15Jul 17, 2023Updated 2 years ago
- Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep …☆369Jul 21, 2022Updated 3 years ago
- This repository is a paper digest of DNN-based approaches in data compression tasks.☆27Dec 20, 2023Updated 2 years ago
- This project concentrates on implementation of Generalized Bender's Decomposition (GBD) algorithm for sparse linear regression problem.☆18Feb 6, 2024Updated 2 years ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆84Jul 18, 2022Updated 3 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆170Oct 10, 2022Updated 3 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆27Jan 18, 2021Updated 5 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆689Nov 19, 2025Updated 4 months ago
- Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"☆53Sep 5, 2021Updated 4 years ago
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆26Jun 2, 2025Updated 9 months ago