This project optimizes task offloading in autonomous vehicles (AVs)🚘 using Q-learning 🤖 and edge computing ☁️. By analyzing task priority, server availability & network conditions 📡, it ensures low latency ⏳, efficient resource use 🔋, and high task success rates ✅. Future work includes real-time traffic & AI-driven optimizations 🚦📊.
☆12Feb 27, 2025Updated last year
Alternatives and similar repositories for Priority-based-Task-Offloading-Strategy-using-Edge-Computing
Users that are interested in Priority-based-Task-Offloading-Strategy-using-Edge-Computing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆16May 9, 2025Updated last year
- This project applies Deep Reinforcement Learning (DRL) for task offloading in Vehicular Fog Computing (VFC), optimizing resource use amon…☆18Mar 12, 2025Updated 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☆14Jun 15, 2023Updated 3 years ago
- ☆15Apr 20, 2026Updated 3 months ago
- 🎓Automatically Update Offloading in Edge Computing Papers Daily using Github Actions (Update Every 2days)☆16Nov 5, 2025Updated 9 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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 an Research project☆18Jan 4, 2025Updated last year
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆26Jun 2, 2025Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆81Oct 14, 2025Updated 10 months ago
- ☆12Jan 9, 2025Updated last year
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆11Dec 3, 2024Updated last year
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆18Jun 2, 2024Updated 2 years ago
- ☆91Jun 6, 2024Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- simulation for task offloading in an MEC environment☆18Sep 28, 2024Updated last year
- 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 3 months ago
- 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
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆62Aug 17, 2023Updated 3 years ago
- A TD3 APPROACH IN OFFLOADING TRAFFIC FOR UAV-ASSISTED MOBILE EDGE COMPUTING☆41Sep 4, 2023Updated 2 years ago
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆20Aug 26, 2025Updated 11 months ago
- ☆81Jul 1, 2023Updated 3 years ago
- End-2-end V2X latency models in 5G networks☆11Jan 17, 2023Updated 3 years ago
- Visualization tool for V2X messages.☆14Apr 19, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Simulation code for "A max-min task offloading algorithm for mobile edge computing using non-orthogonal multiple access," by V. Kumar, M.…☆31Nov 1, 2024Updated last year
- This is code of paper entitled "AI-based Radio Resource and Transmission Opportunity Allocation for 5G-V2X HetNets: NR and NR-U networks…☆16Sep 8, 2023Updated 2 years ago
- Two-Stage Deep Energy Optimization in IRS-Assisted UAV-Based Edge Computing Systems☆26Mar 24, 2025Updated last year
- 基于信誉共识和联邦学习的异构车联网交通预测与规划☆13Sep 4, 2023Updated 2 years ago
- Code for Learn to Compress CSI and Allocate Resources in Vehicular Networks☆45Aug 27, 2020Updated 5 years ago
- ☆55Jun 24, 2024Updated 2 years ago
- Source code for "Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks"☆14Oct 23, 2024Updated last year
- tju机器学习算法与应用大作业——基于预处理的小麦品种的分类和聚类☆14Nov 16, 2021Updated 4 years ago
- ☆19Jul 2, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Source codes for “IoV-Oriented Integrated Sensing, Computation, and Communication: System Design and Resource Allocation”☆15Oct 29, 2025Updated 9 months ago
- ☆45Jul 24, 2024Updated 2 years ago
- ☆117Mar 14, 2025Updated last year
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆94Apr 15, 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 2 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆34Nov 20, 2023Updated 2 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆287Apr 5, 2025Updated last year