Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.
☆18Jun 2, 2024Updated 2 years ago
Alternatives and similar repositories for MEC_with_DQN
Users that are interested in MEC_with_DQN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This project applies Deep Reinforcement Learning (DRL) for task offloading in Vehicular Fog Computing (VFC), optimizing resource use amon…☆18Mar 12, 2025Updated last year
- This project optimizes task offloading in autonomous vehicles (AVs)🚘 using Q-learning 🤖 and edge computing ☁️. By analyzing task priori…☆12Feb 27, 2025Updated last year
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆21Aug 26, 2025Updated last year
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆16Dec 22, 2024Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆83Oct 14, 2025Updated last year
- 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.
- simulation for task offloading in an MEC environment☆18Sep 28, 2024Updated 2 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆290Apr 5, 2025Updated last year
- ☆12Jan 9, 2025Updated last year
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆55Apr 10, 2024Updated 2 years ago
- This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minim…☆22Apr 28, 2026Updated 6 months ago
- 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
- ☆15Sep 29, 2023Updated 3 years ago
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆16Nov 5, 2025Updated last year
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆16May 9, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code of Multi-Agent DRL-based Large-scale Heterogeneous Task Offloading for Dynamic IoT Systems☆18Jul 21, 2025Updated last year
- ☆10Feb 14, 2025Updated last year
- ☆20Nov 19, 2021Updated 4 years ago
- Task offloading in vehicular edge computing networks☆24Oct 23, 2023Updated 3 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆93Apr 15, 2024Updated 2 years ago
- MEC task offloading(change ddpg into SAC)☆23Jun 20, 2022Updated 4 years ago
- This repository contains a Reinforcement learning algorithm for task scheduling in edge-cloud computing.☆13Feb 10, 2024Updated 2 years ago
- ☆14Sep 6, 2023Updated 3 years ago
- For the paper “A Fully Hybrid Algorithm for Deadline Constrained Workflow Scheduling in Clouds”☆10Oct 9, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆159Jul 31, 2025Updated last year
- Environment created for the paper: "Impact of User Privacy and Mobility on Edge Offloading"☆12Nov 9, 2023Updated 2 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆26Mar 7, 2024Updated 2 years ago
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆35Jul 27, 2023Updated 3 years ago
- Multi-RIS-aided Wireless Systems: Statistical Characterization and Performance Analysis, IEEE Transactions on Communications, Sep. 2021.☆48Mar 14, 2022Updated 4 years ago
- ☆11Apr 8, 2025Updated last year
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆35Jul 3, 2023Updated 3 years ago
- Rate Splitting Multiple Access (RSMA) Algorithm design☆11Jun 28, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Jun 22, 2022Updated 4 years ago
- 基于深度强化学习的部分计算任务卸载延迟优化☆175Oct 10, 2022Updated 4 years ago
- 稳定婚姻算法的云计算任务调度模拟,使用cloudsim框架。☆10Feb 6, 2018Updated 8 years ago
- ☆92Jun 6, 2024Updated 2 years ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆118Feb 10, 2023Updated 3 years ago
- ☆12Nov 22, 2023Updated 2 years ago
- ☆12Mar 10, 2021Updated 5 years ago