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.
☆21Apr 28, 2026Updated 3 weeks ago
Alternatives and similar repositories for FaultTolerantTaskOffloadingSimulation
Users that are interested in FaultTolerantTaskOffloadingSimulation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Apr 20, 2026Updated last month
- An intelligent task offloading method based on multi-agent deep reinforcement learning in ultra-dense heterogeneous network with mobile e…☆53Apr 10, 2024Updated 2 years ago
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆20Aug 26, 2025Updated 8 months ago
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆26Jun 2, 2025Updated 11 months ago
- ☆11Jan 9, 2025Updated last year
- 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.
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆27Jan 6, 2025Updated last year
- Latency optimized and energy efficient task offloading in MEC system using Deep Q-Network algorithm.☆18Jun 2, 2024Updated last year
- Open source code for paper: Multi-Agent Deep Reinforcement Learning Based Multi-Task Partial Computation Offloading in Mobile Edge Comput…☆77Oct 14, 2025Updated 7 months ago
- Official implementation of the paper "MTL-Split: Multi-Task Learning for Edge Devices using Split Computing" accepted @ DAC 2024.☆10Dec 3, 2024Updated last year
- Try to replicate test with the paper "Adaptive Resource Allocation in Future Wireless Networks With Blockchain and Mobile Edge Computing"☆10Nov 1, 2023Updated 2 years ago
- KCES: A Workflow Containerization Scheduling Scheme Under Cloud-Edge Collaboration Framework☆15Aug 22, 2024Updated last year
- This study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. …☆25Jul 10, 2024Updated last year
- ☆93Jun 6, 2024Updated last year
- This is the code for the paper Improved DDPG Based Two-Timescale Multi- Dimensional Resource Allocation for Multi-Access Edge Computing N…☆28May 6, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆147Apr 8, 2026Updated last month
- ☆78Jul 1, 2023Updated 2 years ago
- PureEdgeSim Extension☆21Feb 3, 2022Updated 4 years ago
- A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorit…☆280Apr 5, 2025Updated last year
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆15Dec 22, 2024Updated last year
- ☆55Jun 24, 2024Updated 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 2 years ago
- ☆23Oct 14, 2023Updated 2 years ago
- MEC task offloading(change ddpg into SAC)☆22Jun 20, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆34Aug 22, 2025Updated 8 months ago
- Personalized Client-Edge-Cloud Hierarchical Federated Learning on Non-IID Data☆11Sep 7, 2023Updated 2 years ago
- A framework for IoT devices to offload tasks to the cloud, resulting in efficient computation and decreased cloud costs.☆30Jun 21, 2022Updated 3 years ago
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆27Mar 7, 2024Updated 2 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆153Jul 31, 2025Updated 9 months ago
- RayCloudSim: A Simulator Written in Python for Cloud, Fog, or Edge Computing☆97Apr 13, 2026Updated last month
- Joint strategy design on edge computing offloading based on deep reinforcement learning☆124Jul 12, 2021Updated 4 years ago
- 基于边缘计算网络的卸载优化及资源优化☆121Feb 27, 2023Updated 3 years ago
- Q learning and DQN☆10Mar 14, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is the code for the paper published in IEEE Cloud Computing 2022☆12Jul 22, 2022Updated 3 years ago
- Use multi-agent ReinForcement Learning on mobile crowd sensing.☆12Sep 30, 2021Updated 4 years ago
- A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge comput…☆74Apr 15, 2021Updated 5 years ago
- Cloud computing task scheduling algorithm for single and multi-objective optimization, using Cloudsim 5.0 simulation.☆14Apr 6, 2023Updated 3 years ago
- QuantumVerse-Nexus is a cutting-edge blockchain platform designed to harness the power of quantum computing, artificial intelligence, and…☆12Nov 27, 2024Updated last year
- ☆16Nov 10, 2023Updated 2 years ago
- ☆12Mar 10, 2021Updated 5 years ago