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.
☆12Updated 8 months ago
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…☆41Updated last year
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆75Updated 2 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. …☆19Updated 10 months ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆36Updated last year
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆72Updated last year
- ☆37Updated 11 months ago
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆16Updated 3 months ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆82Updated last year
- joint computation offloading and resource allocation in Internet of Vehicle☆84Updated 4 years ago
- ☆46Updated last year
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated 2 months ago
- MEC task offloading(change ddpg into SAC)☆20Updated 2 years ago
- 基于边缘计算网络的卸载优化及资源优化☆112Updated 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"☆65Updated 4 years ago
- Task offloading in vehicular edge computing networks☆20Updated last year
- computation offloading in mobile edge computation using Reinforcement Learning☆67Updated 4 years ago
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆119Updated 7 months ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆119Updated 2 months ago
- ☆28Updated 3 years ago
- ☆22Updated 3 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆71Updated 4 years ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆74Updated 11 months ago
- ☆20Updated 2 years ago
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆18Updated 5 months ago
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- ☆13Updated last year
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆86Updated last year
- Implementation of submitted papers about Mobile Edge Computing (MEC).☆53Updated 7 years ago
- 采用强化学习来实现计算卸载☆104Updated 3 years ago
- ☆29Updated 4 years ago