GuangP

GuangP's Stars

• p0llx/my_MEC_program

  I build this Mobile Edge Computation simulating environment all by myself, and use the costomized ddpg reinforcement learning algorithm to make offloading decision.

  Language:Python6118

• p0llx/awesome-edge-computing

  边缘计算工程，从边缘计算概念、标准、软件系统、工程到商业应用。

  Language:HTML20

• p0llx/edge-computing

  Awesome-EdgeComputing：边缘计算技术指南和资源列表

  21

• AlerfaRomeoo/Cross-edge-Computation-Offloading

  A python package of Cross-edge Computation Offloading (CCO) algorithm and its distributed version, Decor for Mobile Edge Computing (MEC).

  Language:Python1000

• AlerfaRomeoo/HierFL

  Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

  Language:Python1000

• AlerfaRomeoo/MADRL

  Repo containing code for multi-agent deep reinforcement learning (MADRL).

  Language:Python1000

• AlerfaRomeoo/MARLspectrumSharingV2X

  Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications

  Language:Python1000

• FirdoseSaeik/TimeSeries_ML

  This project is made to work on Time-series data and build a ML model to predict QCI. The data used is MAC, RRC and PDCP information gathered from a moving UE in 5G technology.

  Language:Jupyter Notebook1000

• p0llx/adaptive-federated-learning

  Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

  Language:Python11

• p0llx/DROO

  Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

  Language:Python10

• p0llx/Edge_Cache_Sim

  Caching simulator in edge computing using python

  Language:Python10

• p0llx/EdgeSim

  Simulate the real environment, perform edge computing, edge caching experiments

  1

• p0llx/eua-dataset

  Edge server, user dataset for Edge Computing research

  1

• p0llx/Federated-Learning-PyTorch

  Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

  11

• p0llx/gym-cache

  OpenAI based Gym environment for training RL caching agent

  1

• p0llx/horovod

  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

  Language:Python100

• p0llx/iFogSim

  The iFogSim Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments

  1

• p0llx/iFogSimTest

  IFogSim个人调试版

  1

• p0llx/iFogSimTutorials

  A tutorial on iFogSim. It contains simulation source codes of the example scenarios and placement policies discussed in "Modelling and Simulation of Fog and Edge Computing Environments using iFogSim Toolkit"

  1

• p0llx/mec_drl

  Deep reinforcement learning for mobile edge computing

  1

• p0llx/PureEdgeSim

  PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.

  1

• p0llx/Reinforcement-learning-in-an-edge-computing-environment

  1

• p0llx/Reinforcement-learning-with-tensorflow

  Simple Reinforcement learning tutorials

  1

• p0llx/RLs

  Reinforcement Learning Algorithms：SAC, TD3, TAC

  1

• p0llx/SatEdgeSim

  SatEdgeSim: A Toolkit for Modeling and Simulation of Performance Evaluation in Satellite Edge Computing Environments

  1

• p0llx/TH-CPL

  清华大学计算机学科推荐学术会议和期刊列表

  1

• p0llx/unicache-env

  An OpenAI-gym enviroment providing true-world network requesting data

  1

• wakewater/DROO

  Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

  Language:Python1100

• wakewater/task-offloading-edge-computing

  Simulation code for multi-user offloading in edge computing newtorks

  Language:MATLAB1100

• wakewater/WOA_5G_Communications

  This repository includes the same codes for my paper "Whale Optimization Algorithm with Applications to Resource Allocation in Wireless Networks"

  Language:MATLAB1100