LansGC

ANS

Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning

atom-note

轻量级待办事项管理器

ChatGPT

chatweb

Collaborative-Inference-Work-Summary

云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary

DADS

云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge

Dataset

The datasets collected from Didi Chuxing and NASDAQ.

DDLO

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Game-Theoretic-Deep-Reinforcement-Learning

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

Vehicular-Trajectories-Processing-for-Didi-Open-Data

Vehicular trajectories processing for Didi GAIA Open Data Set

LansGC/Collaborative-Inference-Work-Summary

云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary

LansGC/Game-Theoretic-Deep-Reinforcement-Learning

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

LansGC/Vehicular-Trajectories-Processing-for-Didi-Open-Data

Vehicular trajectories processing for Didi GAIA Open Data Set

LansGC/ChatGPT

chatweb

LansGC/DADS

云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge

LansGC/DRL-Based-Long-Term-Resource-Planning

Paper publised in TNSM entitled "DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networks"

LansGC/Early-Exit-and-Partitioning-in-Deep-Neural-Networks

This repository contains some of the codes for paper "Combining DNN partitioning and early exit" published in EdgeSys '22: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, April 2022

LansGC/Edge-Intelligence

本项目给出了边缘智能方面的相关论文，并且给出了一个Python语言实现的卷积神经网络协同推断实验平台。关键词：边缘智能(Edge Intelligence)，计算卸载(Computing Offloading)，CNN模型分区(CNN Partition)，协同推断(Collaborative Inference)，移动云计算(Mobile Cloud Computing)

LansGC/EdgeCloud_socketInference

云边协同，模型推理通信框架

LansGC/EdgeDI

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

LansGC/EdgeLD

Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"

LansGC/FinRL-Tutorials

Tutorials. Please star.

LansGC/FJSP-DRL

The code will be available after our paper is accepted.

LansGC/how-to-research

This is the repository for how to research.

LansGC/imgclsmob

Sandbox for training deep learning networks

LansGC/JavaTutorial

【Java工程师面试复习指南】本仓库涵盖大部分Java程序员所需要掌握的核心知识，整合了互联网上的很多优质Java技术文章，力求打造为最完整最实用的Java开发者学习指南，如果对你有帮助，给个star告诉我吧，谢谢！

LansGC/MAHPPO

PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning.

LansGC/MEC_taskOffloading

Xây dựng một mô hình tối ưu tính toán phân tải tác vụ trong mạng MEC sử dụng Deep Q-learning

LansGC/MIMO-D2D

code

LansGC/MusicFreeDesktop

插件化、定制化、无广告的免费音乐播放器

LansGC/Neurosurgeon

云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge

LansGC/PDD-Code

LansGC/PORTEND_Performance_Model

This is a repository for paper "PORTEND: A Joint Performance Model for Partitioned Early-Exiting DNNs" published in ...

LansGC/Python-Core-50-Courses

Python语言基础50课

LansGC/QECO

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

LansGC/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

LansGC/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

LansGC/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

LansGC/the-way-to-go_ZH_CN

《The Way to Go》中文译本，中文正式名《Go 入门指南》

LansGC/xuexi

不学习何以强国