pengxiaoywan

alib

Provides a lot of basic functionality for algorithms for the Virtual Network Embedding Problem (VNEP). Extended to support latency constraints.

CloudDefrag

Virtual Network Functions Chains placement optimization taking into account Resource Fragmentation and Defragmentation in the Cloud.

DRL-VNE

Dynamic-VNF-scheduling

MatchVNE

Solving Virtual network Embedding (VNE) problem by taking into account multiple attributes while generating server and VM preference orders using the Entropy-TOPSIS method. VM embedding is performed by using DAA matching algorithm followed by a short path algorithms for VL embedding.

NORD

The Virtual network Embedding (VNE) considering multiple attributes while generating server and VM preference orders using the Entropy-TOPSIS method. VM embedding is performed by using greedy algorithm followed by a short path algorithms for VL embedding.

Optimizing-Resoruce-Scaling-for-Network-Slicing-through-Attention-based-Forecasting

This project will build a deep learning-based forecasting model which leveraging an attention mechanism to forecast the future usage of Virtual network function instances' resources in network slices and then scale up and down the number of VNF instances based on the predicted usage

Pointer_Network

code for "Modeling on virtual network embedding using reinforcement learning"

RL-VNE

RLQ

QOS-VNE based on RL

pengxiaoywan/alib

Provides a lot of basic functionality for algorithms for the Virtual Network Embedding Problem (VNEP). Extended to support latency constraints.

pengxiaoywan/CloudDefrag

Virtual Network Functions Chains placement optimization taking into account Resource Fragmentation and Defragmentation in the Cloud.

pengxiaoywan/DRL-VNE

pengxiaoywan/Dynamic-VNF-scheduling

pengxiaoywan/MatchVNE

Solving Virtual network Embedding (VNE) problem by taking into account multiple attributes while generating server and VM preference orders using the Entropy-TOPSIS method. VM embedding is performed by using DAA matching algorithm followed by a short path algorithms for VL embedding.

pengxiaoywan/NORD

The Virtual network Embedding (VNE) considering multiple attributes while generating server and VM preference orders using the Entropy-TOPSIS method. VM embedding is performed by using greedy algorithm followed by a short path algorithms for VL embedding.

pengxiaoywan/Optimizing-Resoruce-Scaling-for-Network-Slicing-through-Attention-based-Forecasting

This project will build a deep learning-based forecasting model which leveraging an attention mechanism to forecast the future usage of Virtual network function instances' resources in network slices and then scale up and down the number of VNF instances based on the predicted usage

pengxiaoywan/Pointer_Network

code for "Modeling on virtual network embedding using reinforcement learning"

pengxiaoywan/RL-VNE

pengxiaoywan/RLQ

QOS-VNE based on RL

pengxiaoywan/VirtualNetworkEmbedding

Virtual network algorithms and the latest work

pengxiaoywan/VN-Network-and-Further-Refinement

VN Network: Embedding Newly Emerging Entities with Virtual Neighbors

pengxiaoywan/VNE

An Approach for Virtual Network Embedding Based on Pointer Network

pengxiaoywan/VNE-Algo-with-Delay-Constraints

Implementing an efficient algorithm with delay constraints for virtual network embedding problem.

pengxiaoywan/VNFCPP

Simulator for the Virtual Network Function Chain Placement Problem (VNFCPP)

pengxiaoywan/VNFManagement

pengxiaoywan/VNFPlacement

pengxiaoywan/VNFsRL

pengxiaoywan/CrossCloudVNFSimulation

simulation of service function chaining accross several clouds in a network federation

pengxiaoywan/GraphViNE

This is a pytoch implementation of the GraphViNE model for solving virtual network embedding as described in our paper

pengxiaoywan/MADDPG

A generally applicable implementation of the Multi-Agent Deep Deterministic Policy Gradient (MADDPG)(PyTorch) algorithm across most reinforcement learning environments.

pengxiaoywan/MAProj

Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment

pengxiaoywan/Placement-and-Chaining-of-VNFs

pengxiaoywan/probius

Probius: Automated Approach for VNF and Service Chain Analysis in Software-Defined NFV

pengxiaoywan/RL-VNE-1

RL-VNE

pengxiaoywan/sfc-system

This is a network system for sfc placement.

pengxiaoywan/sfc_placement

pengxiaoywan/SVNF

scalable vnf placement algorithm （laboratory research）

pengxiaoywan/VN-MADDPG

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

pengxiaoywan/vnfs-mapping

Work on VNFs mapping algorithms