Adaptive Offloading of Federated Learning on IoT Devices
☆77Nov 18, 2022Updated 3 years ago
Alternatives and similar repositories for FedAdapt
Users that are interested in FedAdapt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆16Oct 30, 2023Updated 3 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆292May 7, 2025Updated 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 5 years ago
- 采用强化学习来实现计算卸载☆105Apr 20, 2022Updated 4 years ago
- Releasing the source code Version1.☆184Sep 16, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A PyTorch Implementation for experiements in paper: Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.☆17May 29, 2023Updated 3 years ago
- 使用强化学习求解边缘计算中短视频边缘缓存策略,当前使用ddpg进行求解☆30May 16, 2022Updated 4 years ago
- ☆12Feb 10, 2021Updated 5 years ago
- chiennv2000 / Learning-Based-Queuing-Delay-Aware-Task-Offloading-in-Collaborative-Vehicular-NetworksEvoluationay Algorithms Project: Learning-Based Queuing Delay-Aware Task Offloading in Collaborative Vehicular Networks☆58Dec 29, 2021Updated 4 years ago
- A DNN model partition demo☆32Dec 13, 2019Updated 6 years ago
- Adaptive Resource-Aware Split-Learning, a framework for efficient model training in IoT systems☆17Jul 23, 2023Updated 3 years ago
- Migration of Edge-based Distributed Federated Learning☆25Nov 18, 2022Updated 3 years ago
- Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"☆18Oct 8, 2026Updated 3 weeks ago
- Official implementation for paper "No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation", I…☆17Jul 26, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆35Aug 18, 2023Updated 3 years ago
- Implementation of submitted papers about Mobile Edge Computing (MEC).☆55Jun 5, 2018Updated 8 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆73Mar 7, 2021Updated 5 years ago
- Numerical Evaluation and Implementation of paper: Workflow Optimization for paper Parallel Split Learning (IEEE INFOCOM 2024).☆24Jul 15, 2026Updated 3 months ago
- A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations☆108Jan 9, 2023Updated 3 years ago
- 基于边缘计算网络的 卸载优化及资源优化☆120Feb 27, 2023Updated 3 years ago
- Federated learning client selection☆22Feb 27, 2023Updated 3 years ago
- Learning-Based Load-Aware Heterogeneous Vehicle Edge Computing☆37Feb 20, 2024Updated 2 years ago
- This is the official implementation of Federated and Split Learning on multiple Raspberry Pi's. It is the demonstration of training the d…☆13Nov 16, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 基于ppo算法的计算卸载策略研究☆29Jan 17, 2023Updated 3 years ago
- A generative framework for efficient client selection in federated learning☆16Nov 18, 2024Updated last year
- ☆28Mar 20, 2021Updated 5 years ago
- ☆40May 5, 2021Updated 5 years ago
- Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/…☆146Jul 20, 2023Updated 3 years ago
- ☆30Dec 22, 2022Updated 3 years ago
- A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).☆90Mar 7, 2019Updated 7 years ago
- Deep neural network (DNN) implementation for inference tasks☆13Jul 4, 2019Updated 7 years ago
- ACO plus Lagrange; NP problem.☆17Jul 6, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆211Oct 15, 2020Updated 6 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆309Mar 12, 2022Updated 4 years ago
- ☆11Dec 8, 2020Updated 5 years ago
- ☆14Aug 21, 2025Updated last year
- ☆167Dec 1, 2021Updated 4 years ago
- Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks☆37May 1, 2022Updated 4 years ago
- ☆25Mar 14, 2020Updated 6 years ago