jwwthu / GNN-Communication-Networks
This is the repository for the collection of Graph-based Deep Learning for Communication Networks.
☆422Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for GNN-Communication-Networks
- ☆100Updated 2 years ago
- ☆71Updated 3 years ago
- This is the repository for the collection of surveys and reviews in communication and networking domains.☆145Updated 2 months ago
- Demo of RouteNet in ACM SIGCOMM'19☆115Updated last year
- ☆41Updated 2 years ago
- ☆17Updated 3 years ago
- Framework for fast prototyping of Graph Neural Networks☆52Updated last year
- RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)☆82Updated last year
- This is the repository for tracking the deadline and acceptance rate of top conferences for computer networks and communications.☆48Updated last week
- Virtual Network Embedding Environment for Reinforcement Learning written in python☆18Updated 2 years ago
- This repository contains datasets for network modeling simulated with OMNet++☆80Updated last year
- Virne is a simulator for resource allocation problems in network virtualization, mainly for virtual network embedding (VNE). It also is a…☆99Updated last week
- This is the repository for how to research.☆84Updated 4 months ago
- A list of our publications.☆53Updated 5 years ago
- Using GitHub Action to collect paper list with publicly available source code in the daily arxiv☆206Updated this week
- This is the repository for collecting and summarizing open-source datasets and tools for communication networks.☆137Updated 3 months ago
- Network slicing gym environment and a model-based RL agent with kernels☆40Updated this week
- 得力e+APP打卡时间统计助手,用于统计截止使用时刻,当周还需多少打卡时间☆11Updated 6 months ago
- Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"☆204Updated 2 years ago
- ☆72Updated 5 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆51Updated 2 years ago
- Real-Time Network Traffic Volume Prediction using time series and recurrent neural network☆37Updated 4 years ago
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆62Updated 3 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆70Updated last year
- Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication☆105Updated 3 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆82Updated 2 years ago
- Source code of IEEE JSAC☆34Updated 4 years ago
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆12Updated 8 months ago
- ☆26Updated 8 months ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆23Updated last year