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mimo-noma_aoi_ga

ml-rl-simulations

A multi-layer guided reinforcement learning-based tasks offloading in edge computing - Simulations

mlmsnet

Lightweight Multi-Level Multi-Scale Feature Fusion Network for Semantic Segmentation

mobile-edge-computing-pyt

mobile_edge_computing

reproduction of some papers about MEC

mtfl-for-personalised-dnns

Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.

multilevelfl

It is for the work Globecom 2019, Toward Cooperative Caching for vehicular with multi-level Federate Reinforcement Learning

niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

npoi

a .NET library that can read/write Office formats without Microsoft Office installed. No COM+, no interop.

numpycnn

Building Convolutional Neural Networks From Scratch using NumPy

offloading-in-edge-computing

offloading-optimization-and-resource-optimization-base-on-mobile-edge-computing-net

基于边缘计算网络的卸载优化及资源优化

online-flexible-resource-allocation

Flexible resource allocation for edge cloud computing with reinforcement learning

os_edge_compute_data_capture_rpi

Edge Computing System on Raspberry Pi for Ambient Data Collection

parallel-sgd

一个用于联邦学习或分布式机器学习，对不同网络拓扑进行实验的简易框架。

privacy-preserving-edge-intelligent-computing-based-on-federated-learning

qoco

A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning for Mobile Edge Computing

rana-edge

This is a docker based small footprint edge computing framework for IOT edge gateways and linux servers. it is in development stage right now.

resources-allocation-in-the-edge-computing-environment-using-reinforcement-learning

Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers

rl-edge-computing

使用强化学习求解边缘计算中短视频边缘缓存策略，当前使用ddpg进行求解

sg-net

smarthome

Edge computing smart home control application

socom

A semi-online Computational Offloading Model, which utilizes users’ behavior prediction method to optimize task offloading in edge computing environments.

solar-edge-computing-simulator

ECE 499Y/T

task-offloading-edge-computing

Simulation code for multi-user offloading in edge computing newtorks

task-offloading-in-vfc-assisted-platoons

task-offloading-mec-noma

Simulation code for"A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access," IEEE Trans. Veh. Technol., vol. 72, no. 9, pp. 12332 - 12337, Sep. 2023 by V. Kumar, M. F. Hanif, M. Juntti, and L.-N. Tran

three-dynamic-pricing-schemes-for-resource-allocation-of-edge-computing-for-iot-environment

Simulation Codes for Three Dynamic Pricing Schemes for Resource Allocation of Edge Computing for IoT Environment

uav-ddpg

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

urllc-awared-resource-allocation-for-heterogeneous-vehicular-edge-computing