Doanh Luong's Projects
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
Attention based model for learning to solve different routing problems
Joint placement and scaling of bidirectional network services with stateful virtual or physical network functions
A set of exercises to prepare for the Certified Kubernetes Administrator (CKA) Program.
Test a command-line tool on multiple clouds using DevOps best practices
Bản dịch cuốn sách "Dive into Deep Learning"
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Repo for the Deep Reinforcement Learning Nanodegree program
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
Personal blog focuses on Network Automation
Network automation with python, ncclient, ODL controller, and network managemet using NETCONF/YANG in GNS3.
The python codes for a dummy-message-board-system
Fast API template project with github workflows set up
CLI tool powered by Nornir 3.0 for network automation fast configuration. Support BGP, OSPF, EIGRP, RIP auto-configuration.
Learning GoLang from official tutorials
Config files for my GitHub profile.
Bootstrap Kubernetes the hard way on Vagrant on Local Machine. No scripts.
Mega-lab for network automation in GNS3.
Test CLI tool on multicloud
Automatically exported from code.google.com/p/multipath-tcp
Basic wireless communication knowledge. The repo is provided in Python with Jupyter Notebooks, using libraries such as SciPy, matplotlib, and Numpy
Network automation controller written in Python
This repo is for the dev-net tools lab setup in GNS3 including python network automation, network management using NETCONF/YANG model, Ansible and Nornir automation for Mega lab with 200 routers.
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
using nornir 3.0 for routing protocols configuration