BNN-UPC / ignnitionLinks
Framework for fast prototyping of Graph Neural Networks
☆56Updated 2 years ago
Alternatives and similar repositories for ignnition
Users that are interested in ignnition are comparing it to the libraries listed below
Sorting:
- RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)☆84Updated 8 months ago
- ☆44Updated 3 years ago
- This repository contains datasets for network modeling simulated with OMNet++☆99Updated last week
- Demo of RouteNet in ACM SIGCOMM'19☆122Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆55Updated 3 years ago
- This repository is a collection of machine learning models for computer networks.☆39Updated 3 years ago
- ☆32Updated 2 years ago
- A list of our publications.☆55Updated 6 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆37Updated 4 years ago
- This is the repository for the collection of Graph-based Deep Learning for Communication Networks.☆538Updated last month
- ☆30Updated last year
- This repository is a collection of machine learning models for computer networks.☆27Updated 2 years ago
- ☆240Updated 2 years ago
- Link Scheduling using Graph Neural Networks, IEEE TWC☆37Updated last year
- BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.☆15Updated last year
- ☆94Updated 2 years ago
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆18Updated last year
- ☆25Updated 3 years ago
- Set of reinforcement learning environments for optical networks☆65Updated last year
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆45Updated 5 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆73Updated 2 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆56Updated 11 months ago
- Accompanying code for the 2019 CNSM paper "Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions".☆12Updated 6 years ago
- ☆17Updated 11 months ago
- Machine Learning for Dynamic Resource Allocation in Network Function Virtualization☆59Updated 2 years ago
- ☆17Updated last year
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆139Updated 4 months ago
- This is the repository for tracking the deadline and acceptance rate of top conferences for computer networks and communications.☆56Updated last month
- Dataset for the paper L. Bonati, S. D'Oro, M. Polese, S. Basagni, T. Melodia, "Intelligence and Learning in O-RAN for Data-driven NextG C…☆53Updated 10 months ago
- ☆14Updated last year