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.
☆13Updated 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…☆42Updated last year
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆76Updated 2 years ago
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆19Updated 3 months ago
- ☆48Updated last year
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated 3 months ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆35Updated last year
- ☆39Updated last year
- joint computation offloading and resource allocation in Internet of Vehicle☆85Updated 4 years ago
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆74Updated last year
- 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. …☆20Updated 11 months ago
- Task offloading in vehicular edge computing networks☆21Updated last year
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆82Updated last year
- MEC task offloading(change ddpg into SAC)☆20Updated 3 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆70Updated 4 years ago
- ☆23Updated 3 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"☆66Updated 4 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆67Updated 4 years ago
- ☆27Updated 3 years ago
- ☆13Updated last year
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- ☆20Updated 2 years ago
- ☆29Updated 4 years ago
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆19Updated 5 months ago
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆76Updated 11 months ago
- ☆20Updated 2 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆122Updated 3 months ago
- Deep Reinforcement Learning for Cooperative Edge Caching in Vehicular Networks☆34Updated 3 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆24Updated 2 years ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆8Updated last year
- 采用强化学习来实现计算卸载☆104Updated 3 years ago