task-offloading

Star

Here are 11 public repositories matching this topic...

Language:All

Filter by language

All11 Python6 Jupyter Notebook2 C++1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

neardws /Game-Theoretic-Deep-Reinforcement-Learning

Star343

Code of Paper "Joint Task Offloading and Resource Optimization in NOMA-based Vehicular Edge Computing: A Game-Theoretic DRL Approach", JSA 2022.

deep-reinforcement-learning resource-allocation vehicular-networks noma task-offloading potential-game

UpdatedJul 10, 2023
Python

vkumar-ucd /NOMA-MEC-Offloading

Star31

Simulation code for "A max-min task offloading algorithm for mobile edge computing using non-orthogonal multiple access," by V. Kumar, M. F. Hanif, M. Juntti and L. -N. Tran, published in IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 12332-12337, Sept. 2023, doi: 10.1109/TVT.2023.3263791.

cvxpy convex-optimization wireless-communication mobile-edge-computing non-orthogonal-multiple-access socp mosek-solver task-offloading second-order-cone-programming

UpdatedNov 1, 2024
Python

ImanRHT /MEC_Environment

Star31

A Realistic Mobile Edge Computing environment; with conditions for deadline and energy Energy-Constrained

edge-computing discrete-event-simulation computation-offloading task-offloading

UpdatedFeb 2, 2025
Python

ubc-cirrus-lab /unfaasener

Star28

A lightweight framework that enables serverless users to reduce their bills by harvesting non-serverless compute resources such as their VMs, on-premise servers, or personal computers.

cloud serverless pubsub faas offloading offloading-framework google-cloud-function dag-scheduling serverless-workflow task-offloading

UpdatedAug 16, 2024
Python

Zhangziqiang997 /IOPO-main

Star24

本项目是我发表于期刊 Expert Systems with Applications 的论文《Energy-efficient mechanism of task offloading and resource allocation for hierarchical MEC in UAV-assisted mmWave IABN》的官方代码实现。我们提出了一种基于深度学习的方法，旨在最小化复杂的无人机辅助边缘计算网络中的系统能耗，同时保证服务质量。

deep-learning resource-allocation mobile-edge-computing task-offloading uav-networks

UpdatedJun 19, 2025
Python

dxnu /okec

Star15

A Realistic, Versatile, and Easily Customizable Edge Computing Simulator.

machine-learning reinforcement-learning artificial-intelligence cloud-computing simulation-modeling discrete-simulation edge-computing cpp23 task-offloading linear-simulation

UpdatedOct 29, 2024
C++

sarahalshareeda /Task-Offloading-PPO-DRL

Star6

Cognitive Generative Intelligent Task Offloading for Digital Twins of Vehicular Networks This repository contains the code and resources for the implementation of cognitive generative intelligent task offloading in digital twins for vehicular networks.

deep-reinforcement-learning vehicular-networks proximal-policy-optimization task-offloading generative-ai cognitive-digital-twins

UpdatedJul 9, 2024
Jupyter Notebook

Nelson-iitp /FDATO

Star5

FDA Implementation on benchmark functions and Task-Offloading in Edge Cloud Environment

optimization fda edge-computing flow-direction task-scheduling cloud-edge-computing task-offloading

UpdatedDec 4, 2023
Jupyter Notebook

jos-hung /oranits

Star1

Mission Assignment and Task Offloading in Open RAN-based ITS This project provides the implementation of metaheuristic and deep reinforcement learning (DRL) algorithms for optimizing mission assignment and task offloading in Open RAN-enabled Intelligent Transportation Systems (ITS).

deep-reinforcement-learning drl vehicular-networks metaheuristics edge-computing task-offloading openran intelligent-transport-systems mission-assignment ai-in-telecom