swagshaw / Awesome-Cloud-Edge-AIView external linksLinks
A curated list of research in System for Edge Intelligence and Computing(Edge MLSys), including Frameworks, Tools, Repository, etc. Paper notes are also provided.
☆33Jan 4, 2022Updated 4 years ago
Alternatives and similar repositories for Awesome-Cloud-Edge-AI
Users that are interested in Awesome-Cloud-Edge-AI are comparing it to the libraries listed below
Sorting:
- Rainbow Keywords - Official PyTorch Implementation☆13Jun 27, 2024Updated last year
- This code simulate effect of using edge computing for NFV.☆12Jan 16, 2020Updated 6 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Aug 14, 2021Updated 4 years ago
- Three Agent-Based Simulation for Edge Computing in 5G and Beyond for the recent paper titled "Design and Simulation of a Hybrid Architect…☆20Oct 26, 2021Updated 4 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 2021Updated 4 years ago
- Source code for "Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks"☆14Oct 23, 2024Updated last year
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆10Dec 3, 2024Updated last year
- Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning☆10Mar 20, 2021Updated 4 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Feb 10, 2024Updated 2 years ago
- The source code of algorithms in paper "Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User Cooperation"☆13Jul 3, 2024Updated last year
- Simulator for evaluating cloud/edge requests from connected vehicles and computing statistical analysis of the input network☆11May 7, 2018Updated 7 years ago
- ☆15Updated this week
- RL and MARL from Mobile Edge Computing Load Optimization☆11Jun 28, 2023Updated 2 years ago
- A Monte-Carlo simulator for Mobile Edge/Cloud Computing☆12Aug 22, 2023Updated 2 years ago
- Research project on Resource-elastic tasks for edge cloud computing☆12Aug 12, 2021Updated 4 years ago
- Simple task offloading client to offload HTTP requests to edge servers☆10Dec 8, 2022Updated 3 years ago
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆17Nov 5, 2025Updated 3 months ago
- The workshop is designed to foster an enabling environment for individuals to build competence in the Edge Computing space.☆14Jun 13, 2023Updated 2 years ago
- Deep Reinforcement Learning for Dynamic Multicahnnel Access in Wireless Networks☆14Oct 1, 2017Updated 8 years ago
- ☆15Jul 8, 2025Updated 7 months ago
- The folder contains NS-3 simulations for Mobility Robustness Optimization in Small Cell Networks☆11Dec 15, 2020Updated 5 years ago
- Using Reinforcement Learning method to realize load balancing control in dynamic cellular network☆15Sep 22, 2018Updated 7 years ago
- ☆17May 5, 2024Updated last year
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆42Oct 15, 2023Updated 2 years ago
- Genetic algorithms for the placement of services in Fog domains☆14Apr 4, 2022Updated 3 years ago
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆15Dec 22, 2024Updated last year
- This is a public repository for RATS Channel-A Speech Data, which is a chargeable noisy speech dataset under LDC. Here we release its Log…☆16Oct 22, 2022Updated 3 years ago
- 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☆12Jun 15, 2023Updated 2 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆18Jan 16, 2020Updated 6 years ago
- Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)☆18Apr 13, 2023Updated 2 years ago
- Exploring algorithms in the domain of offline reinforcement learning (REM, Ensemble-DQN, DQN, ...)☆17Jul 7, 2020Updated 5 years ago
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆17Jun 2, 2024Updated last year
- This is an Research project☆19Jan 4, 2025Updated last year
- RainbowDQN algorithm for GYM highway environment☆20Jun 22, 2021Updated 4 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
- Reinforcement learning for load distribution in a decentralized Edge environment. This is the implementation of my Master's thesis projec…☆28Nov 28, 2024Updated last year
- Mobile Edge Computing Hierarchical Model which has the mobile as the edge server and the cloud as the central server. The load balancing …☆15May 5, 2018Updated 7 years ago
- High performance NCCL plugin for Bagua.☆15Sep 15, 2021Updated 4 years ago
- Gradient Boosting Models on Real-Time Sensor Data for AI-Enhanced Vehicle Predictive Maintenance. By using a web-based interface to forec…☆19Nov 17, 2024Updated last year