charyco / A-Social-Relationship-Awareness-Based-Dependent-Task-Offloading-Algorithm-for-Mobile-Edge-ComputingView on GitHub
This study presents a task offloading algorithm that considers social relationships, task dependencies, energy consumption, and latency. It optimizes four modes—local, D2D, edge, and mixed execution—using the Hungarian algorithm. Experiments validate its effectiveness for mobile devices, IoT, data centers, and intelligent vehicles.
☆23Jul 10, 2024Updated last year
Alternatives and similar repositories for A-Social-Relationship-Awareness-Based-Dependent-Task-Offloading-Algorithm-for-Mobile-Edge-Computing
Users that are interested in A-Social-Relationship-Awareness-Based-Dependent-Task-Offloading-Algorithm-for-Mobile-Edge-Computing are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning-based Dependent Task Offloading with Theory of Mind☆23Jan 6, 2025Updated 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
- This is the code for the paper Improved DDPG Based Two-Timescale Multi- Dimensional Resource Allocation for Multi-Access Edge Computing N…☆26May 6, 2025Updated 9 months ago
- ☆11Jan 9, 2025Updated last year
- The source code for the paper titled Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edg…☆141Jan 17, 2026Updated last month
- ☆16Jul 8, 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
- This item is code for the paper "Dynamic pricing algorithm for edge computing task offloading based on Contextual Multi-Armed Bandit".☆12Apr 16, 2024Updated last year
- Deep Reinforcement Learning for Delay-Optimized Task Offloading in Vehicular Fog Computing☆26Jun 2, 2025Updated 9 months ago
- Multi-agent Deep Reinforcement Learning for Efficient Computation Offloading in Mobile Edge Computing☆15Jun 7, 2023Updated 2 years ago
- 2024.3.10 This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing …☆27Mar 7, 2024Updated last year
- HAPS-UAV-Enabled Heterogeneous Networks: A Deep Reinforcement Learning Approach☆16Jul 13, 2023Updated 2 years ago
- simulation for task offloading in an MEC environment☆17Sep 28, 2024Updated last year
- Privacy-aware service migration strategy for edge computing environments☆13Jun 17, 2022Updated 3 years ago
- The source code of algorithms in paper "Incentive-Driven Task Offloading and Collaborative Computing in Device-Assisted MEC Networks".☆15Dec 22, 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☆12Jun 15, 2023Updated 2 years ago
- ☆35Oct 10, 2025Updated 4 months ago
- Codes for the paper titled Online Joint Task Offloading and Resource Management in Heterogeneous Mobile Edge Environments.☆18Dec 7, 2022Updated 3 years ago
- This project proposes a DRL-based fault-tolerant task offloading method for Mobile Edge-Cloud Computing. Using a DDPG algorithm, it minim…☆19Oct 1, 2024Updated last year
- Source code of the paper "Deep Reinforcement Learning-Based Online Resource Management for UAV-Assisted Edge Computing With Dual Connecti…☆109Jul 2, 2024Updated last year
- Repository for 'Privacy-Preserving Offloading Scheme in Multi-Access Edge Computing Based on MADRL'☆33Jul 27, 2023Updated 2 years ago
- ☆89Jun 6, 2024Updated last year
- Proposing Discrete Gray Wolf Optimizer (DGWO), comparing with other optimizers for Mobile Edge Computing (MEC) task offloading scheduling…☆16Aug 11, 2022Updated 3 years ago
- chiennv2000 / Learning-Based-Queuing-Delay-Aware-Task-Offloading-in-Collaborative-Vehicular-NetworksEvoluationay Algorithms Project: Learning-Based Queuing Delay-Aware Task Offloading in Collaborative Vehicular Networks☆57Dec 29, 2021Updated 4 years ago
- ☆22Oct 14, 2023Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning for Task Offloading in GDMSs☆96Sep 14, 2023Updated 2 years ago
- [IEEE TMC 2020] "Computation Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach" and [IEEE GlobeCom 2023] "A Multi…☆92Apr 15, 2024Updated last year
- QuantumVerse-Nexus is a cutting-edge blockchain platform designed to harness the power of quantum computing, artificial intelligence, and…☆12Nov 27, 2024Updated last year
- This is the MATLAB based simulation of optimized Vehicular Fog Computing framework that minimizes the latency during the computatin tasks…☆12Jul 11, 2024Updated last year
- A Python-based simulation environment for edge computing decision-making algorithms with edge task scheduling.☆15Sep 10, 2024Updated last year
- Official implementation of paper "Neural Combinatorial Optimization for Multiobjective Task Offloading in Mobile Edge Computing"☆14Aug 26, 2025Updated 6 months ago
- Source code for the paper "Energy-Efficient Client Sampling for Federated Learning in Heterogeneous Mobile Edge Computing Networks", this…☆13Aug 22, 2024Updated last year
- ☆10Jul 13, 2023Updated 2 years ago
- This is the code for paper "AIHO: Enhancing Task Offloading and Reducing Latency in Serverless Multi-Edge-to-Cloud Systems".☆12Feb 3, 2024Updated 2 years ago
- Towards Heterogeneous Environment: Lyapunov-orientated ImpHetero Reinforcement Learning for Task Offloading☆29Oct 1, 2022Updated 3 years ago
- MEC task offloading(change ddpg into SAC)☆22Jun 20, 2022Updated 3 years ago
- Evaluation code of our paper in IEEE Transactions on Mobile Computing: ''Towards Decentralized Task Offloading and Resource Allocation in…☆144Jul 31, 2025Updated 7 months ago
- Joint Task Offloading and Resource Allocation for Integrated V2V and V2I Communication☆19Nov 26, 2024Updated last year
- Minimum Energy Resource Allocation Strategy with partial offloading☆10Jan 17, 2022Updated 4 years ago