revenol / DDLOView external linksLinks
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
☆269Aug 10, 2021Updated 4 years ago
Alternatives and similar repositories for DDLO
Users that are interested in DDLO are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks☆660Oct 28, 2021Updated 4 years ago
- Deep reinforcement learning for mobile edge computing☆420Sep 2, 2022Updated 3 years ago
- Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System☆56Apr 17, 2019Updated 6 years ago
- Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing☆202Oct 15, 2020Updated 5 years ago
- Simulation code for multi-user offloading in edge computing newtorks☆300Mar 12, 2022Updated 3 years ago
- Algorithm implementation for my Edge Computing-related papers.☆211Jan 4, 2021Updated 5 years ago
- Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks☆296Apr 10, 2025Updated 10 months 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 2 years ago
- ☆122Nov 12, 2020Updated 5 years ago
- Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep …☆368Jul 21, 2022Updated 3 years ago
- ☆275May 7, 2021Updated 4 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆123Jul 12, 2021Updated 4 years ago
- It's a implementation about the paper Liang Huang, Suzhi Bi, and Ying-jun Angela Zhang, "Deep Reinforcement Learning for Online Computati…☆168Feb 26, 2020Updated 5 years ago
- ☆40May 5, 2021Updated 4 years ago
- A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).☆89Mar 7, 2019Updated 6 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆74Apr 15, 2021Updated 4 years ago
- Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach…☆673Nov 19, 2025Updated 2 months ago
- 采用强化学习来实现计算卸载☆104Apr 20, 2022Updated 3 years ago
- 基于边缘计算网络的卸载优化及资源优化☆122Feb 27, 2023Updated 2 years ago
- ☆32May 29, 2019Updated 6 years ago
- ☆179Sep 14, 2020Updated 5 years ago
- learning based mobile edge computing simulator☆69May 27, 2022Updated 3 years ago
- Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.☆123Dec 3, 2020Updated 5 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆293May 7, 2025Updated 9 months ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆115Feb 10, 2023Updated 3 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
- computation offloading in mobile edge computation using Reinforcement Learning☆70Mar 7, 2021Updated 4 years ago
- Edge computing☆32Apr 1, 2019Updated 6 years ago
- Code for paper "Dynamic Service Migration in Mobile Edge Computing Based on Markov Decision Process"☆63Feb 19, 2020Updated 5 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
- Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JS…☆343Jul 10, 2023Updated 2 years ago
- The code for paper titled "Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-Cooperation"☆69Oct 31, 2020Updated 5 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
- This is the MATLAB based simulation of optimized Vehicular Fog Computing framework that minimizes the latency during the computatin tasks…☆12Jul 11, 2024Updated last year
- EdgeCloudSim: An Environment for Performance Evaluation of Edge Computing Systems☆480Oct 22, 2025Updated 3 months ago
- ☆23Mar 14, 2020Updated 5 years ago
- DRL or Heuristic algorithms for MEC system☆14Apr 9, 2024Updated last year
- A framework for IoT devices to offload tasks to the cloud, resulting in efficient computation and decreased cloud costs.☆30Jun 21, 2022Updated 3 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 3 years ago