fugudong's Stars
Team-Neighborhood/EdgePose
EdgePose: Pose estimation library for Edge computing using TensorRT, ONNX, Pytorch, C++, CoreML
IMES-Lab/edge_learning_ar
machine learning on edge (fog) computing
lisaong/diec
Workshop content for Designing Intelligent Edge Computing by NUS ISS
unnikrishnankgs/darknet_with_tracker
Darknet framework with support for object tracking and edge computing support (basically to fasten up real-time data consumption, say for a camera feed)
karankotz/Mobile-EdgeCompute
Mobile Edge Computing Hierarchical Model which has the mobile as the edge server and the cloud as the central server. The load balancing between the mobile devices acting as the edge servers is implemented.
NicMaq/edge-ml
Quantized Tensorflow Estimator for Google EdgeTpu Accelerator, Dev Board and Intel Neural Compute Stick 2
bitzj2015/DRL-Networking
Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.
freeioe/freeioe
An edge-computing framework for Industrial Internet of Things 开源的边缘计算网关框架. 讨论群: 291292378
STMicroelectronics/EdgeSTSDK_Python
IoT Edge computing abstraction library (Python version for Linux Gateways)
fangvv/LassoADMM
Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"
revenol/WPMEC
Deep Neural Network for Computation Rate Maximization in Wireless Powered Mobile-Edge Computing System
Cloudslab/FogBus
[JSS'19] A Blockchain-based Lightweight Framework for Edge and Fog Computing
Ninwoo/edge-computing
ls1intum/fogernetes
Using Kubernetes for Fog Computing
Sangdon-Park/mobile-edge-computing-simulator
CharafeddineMechalikh/PureEdgeSim
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
baidu/ote-stack
OTE-Stack is an edge computing platform for 5G and AI
harshitgupta1337/fogsim
A Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments
State-of-the-Edge/glossary
The Linux Foundation's Open Glossary of Edge Computing project curates and defines terms related to the field of edge computing, collecting common and accepted definitions into an openly licensed repository.
alvarowolfx/gcloud-iot-edge-tensorflow
Asset Tracking using Edge Computing and Computer Vision.
sosam002/KAIST_MEC_simulator
learning based mobile edge computing simulator
smartfog/fogflow
FogFlow is a standard-based IoT fog computing framework that supports serverless computing and edge computing with advanced programming models
swordest/mec_drl
Deep reinforcement learning for mobile edge computing
dongzhou2468/Android-Offloading
Offload compute tasks from devices to cloud
wyc941012/Edge-Intelligence
随着移动云计算和边缘计算的快速发展,以及人工智能的广泛应用,产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中,但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速神经网络的计算,例如剪枝、量化、卷积核分解等。但是这些技术在实际应用非常复杂,并且可能导致模型精度的下降。在移动云计算或边缘计算中,任务卸载技术可以突破移动终端的资源限制,减轻移动设备的计算负载并提高任务处理效率。通过任务卸载技术优化深度神经网络成为边缘智能研究中的新方向。Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge这篇文章提出了协同推断的**,将深度神经网络进行分区,一部分层在移动端计算,而另一部分在云端计算。根据硬件平台、无线网络以及服务器负载等因素实现动态分区,降低时延以及能耗。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)
CGCL-codes/Libdroid
An unikernel-based runtime for mobile computation offloading under Mobile Fog Computing or Mobile Edge Computing scenarios.
revenol/DDLO
Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks
Fatemeh-MA/A-Dynamic-Programming-Offloading-Algorithm-for-Mobile-Cloud-Computing
A Dynamic Programming Offloading Algorithm for Mobile Cloud Computing
balajic06/Adaptive_Offloading
Adaptive computational oflloading using mobile cloud computing.
vinPopulaire/MEC_offloading
Code for Intelligent Dynamic Data Offloading in a Competitive Mobile Edge Computing Market paper https://www.mdpi.com/1999-5903/11/5/118/pdf