pengxiaoywan's repositories
CloudDefrag
Virtual Network Functions Chains placement optimization taking into account Resource Fragmentation and Defragmentation in the Cloud.
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.
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"
VirtualNetworkEmbedding
Virtual network algorithms and the latest work
VN-Network-and-Further-Refinement
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors
VNE-Algo-with-Delay-Constraints
Implementing an efficient algorithm with delay constraints for virtual network embedding problem.
CrossCloudVNFSimulation
simulation of service function chaining accross several clouds in a network federation
GraphViNE
This is a pytoch implementation of the GraphViNE model for solving virtual network embedding as described in our paper
MADDPG
A generally applicable implementation of the Multi-Agent Deep Deterministic Policy Gradient (MADDPG)(PyTorch) algorithm across most reinforcement learning environments.
MAProj
Multi-agent project (commnet, bicnet, maddpg) in pytorch for Multi-Agent Particle Environment
probius
Probius: Automated Approach for VNF and Service Chain Analysis in Software-Defined NFV
RL-VNE-1
RL-VNE
sfc-system
This is a network system for sfc placement.
SVNF
scalable vnf placement algorithm (laboratory research)
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"
vnfs-mapping
Work on VNFs mapping algorithms