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Tianfu Wang's repositories

sdn-nfv-papers

This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).

Language:HTMLMIT100 8 1

Virne is a simulator for resource allocation problems in network virtualization, mainly for virtual network embedding (VNE). It also is adaptable to VNE's variants, such as service function chain deployment (SFC Deployment), network slicing, etc.

Language:PythonApache-2.079 4 27

drl-sfcp

PyTorch implementation of DRL-SFCP algorithm.

Language:PythonApache-2.024 2 12

edge-server-placement

Some classical edge server placement algorithms are implemented.

Language:Python22 20

ml4co-survey

A survey on machine learning for combinatorial optimization.

Language:HTMLMIT12 30

pytorch-rl-minimal-implementations

Independent and minimal implementations of some reinforcement learning algorithms using PyTorch (including PPO, A3C, A2C, ...).

Language:Python6 30

hexo-blog

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hrl-acra

This is the implementation of our TSC paper, "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement Learning", accepted by IEEE Transactions on Services Computing (TSC).

Language:Python4 1 3

flag-vne

Official implementation of our IJCAI-2024 paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Resource Allocation"

Language:Python300