vahide-b-84 / FaultTolerantTaskOffloadingSimulationLinks
This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minimizes latency and enhances reliability for delay-sensitive tasks in dynamic environments while adapting to resource fluctuations and failure rates.
☆18Updated last year
Alternatives and similar repositories for FaultTolerantTaskOffloadingSimulation
Users that are interested in FaultTolerantTaskOffloadingSimulation are comparing it to the libraries listed below
Sorting:
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆48Updated last year
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆88Updated last year
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆86Updated last year
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆83Updated 3 years ago
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆52Updated 8 months ago
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆53Updated last month
- ☆64Updated 2 years ago
- Derfei / Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-CooperationThe code for paper titled "Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-Cooperation"☆69Updated 5 years ago
- ☆46Updated last year
- ☆21Updated 2 years ago
- joint computation offloading and resource allocation in Internet of Vehicle☆88Updated 4 years ago
- 基于边缘计算网络的卸载优化及资源优化☆121Updated 2 years ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆35Updated 2 years ago
- ☆49Updated last year
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆114Updated 2 years ago
- ☆20Updated 3 years ago
- charyco / A-Social-Relationship-Awareness-Based-Dependent-Task-Offloading-Algorithm-for-Mobile-Edge-ComputingThis study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆22Updated last year
- Research Paper Implementation "Handover-Enabled Dynamic Computation Offloading for Vehicular Edge Computing Networks" using DQN Reinforce…☆13Updated 7 months ago
- Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh.…☆38Updated 2 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆73Updated 4 years ago
- ☆28Updated 4 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆138Updated last month
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆137Updated 4 months ago
- MEC task offloading(change ddpg into SAC)☆21Updated 3 years ago
- Code of Paper "Potential Game Based Channel Allocation for Vehicular Edge Computing (基于势博弈的车载边缘计算信道分配方法)", 电子学报2021.☆54Updated 3 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆68Updated 4 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆28Updated 3 years ago
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆21Updated 2 years ago
- Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks☆36Updated 3 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆94Updated 2 years ago