vahide-b-84 / FaultTolerantTaskOffloadingSimulation
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.
☆10Updated 5 months ago
Alternatives and similar repositories for FaultTolerantTaskOffloadingSimulation:
Users that are interested in FaultTolerantTaskOffloadingSimulation are comparing it to the libraries listed below
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆34Updated 11 months ago
- Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networ…☆73Updated 2 years ago
- I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm t…☆33Updated last year
- joint computation offloading and resource allocation in Internet of Vehicle☆81Updated 3 years ago
- EscapeTheWind / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆67Updated 9 months ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆77Updated 11 months ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆71Updated 3 years ago
- computation offloading in mobile edge computation using Reinforcement Learning☆66Updated 4 years ago
- ☆39Updated last year
- 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"☆64Updated 4 years ago
- ☆28Updated 3 years ago
- ☆32Updated 9 months ago
- MEC task offloading(change ddpg into SAC)☆19Updated 2 years ago
- Task offloading in vehicular edge computing networks☆20Updated last year
- Evaluation code and mathematic details of our paper in IEEE Communications Magazine: ''When the User-Centric Network Meets Mobile Edge Co…☆51Updated last week
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆105Updated 5 months ago
- ☆23Updated 2 years ago
- ☆19Updated 2 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆116Updated last week
- This is an instant noodle implementation of "Adaptive Task Offloading in Coded Edge Computing: A Deep Reinforcement Learning Approach"☆26Updated 2 years ago
- 基于边缘计算网络的卸载优化及资源优化☆106Updated 2 years ago
- ZWLab23 / Edge-Computing-and-Caching-Optimization-based-on-PPO-for-Task-Offloading-in-RSU-assisted-IoV☆19Updated last year
- ☆28Updated 4 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. …☆18Updated 8 months ago
- Code for Data Offloading in UAV-assisted Multi-access Edge Computing Systems: A Resource-based Pricing and User Risk-awareness Approach p…☆95Updated 2 years ago
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆113Updated 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 2 years ago
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆18Updated 2 months ago