Pinned Repositories
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's Repositories
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