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shiliu's Projects

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ACO plus Lagrange; NP problem.

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This repository contains the coding materials to reproduce the learning error curves of the paper "How Does Data Freshness Affect Real-time Supervised Learning ?".

algodeployment icon algodeployment

论文-Online Deployment Algorithms for Microservice Systems with Complex Dependencies

cloudsimsdn icon cloudsimsdn

CloudSimSDN is an SDN extension of CloudSim project to simulate SDN and SFC features in the context of a cloud data center.

deua icon deua

A Decentralized Collaborative Approach for Online Edge User Allocation

easy-rl icon easy-rl

强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/

edgecloudsim icon edgecloudsim

EdgeCloudSim: An Environment for Performance Evaluation of Edge Computing Systems

eua-dataset icon eua-dataset

Edge server, user dataset for Edge Computing research

fedda icon fedda

Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'

flsim-fl icon flsim-fl

A simulation framework for Federated Learning written in PyTorch

fpca-- icon fpca--

Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique is realized with the assistance of an optimization algorithm ADMM.

gfl icon gfl

Galaxy Federated Learning Framework (星际联邦学习框架)

lassoadmm icon lassoadmm

Source code for our paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

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