netx-repo / neuroplan
☆86Updated last year
Related projects: ⓘ
- Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)☆85Updated last year
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆50Updated last year
- Deep reinforcement learning for REsource Allocation in streaM processing☆26Updated last year
- ☆20Updated 2 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆22Updated last year
- Codebase for Teal (SIGCOMM 2023)☆43Updated 5 months ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆26Updated 3 years ago
- ns3-gym for multi-agent☆26Updated 2 years ago
- ☆19Updated last year
- A platform to test reinforcement learning policies in the datacenter setting.☆66Updated last year
- Demo of RouteNet in ACM SIGCOMM'19☆115Updated last year
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆67Updated last year
- ☆12Updated 2 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆45Updated 3 years ago
- A list of our publications.☆51Updated 5 years ago
- ☆40Updated 2 years ago
- NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains☆53Updated last year
- Variance Reduction for Reinforcement Learning in Input-Driven Environments (ICLR '19)☆31Updated 5 years ago
- This repository contains datasets for network modeling simulated with OMNet++☆79Updated 9 months ago
- Anonymized code for NCFlow, NSDI 2021 Spring submission☆18Updated 3 years ago
- ☆47Updated 3 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆70Updated 2 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆10Updated last year
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆57Updated last year
- Code for DRL-OR-S on TPDS 2023☆16Updated last year
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆11Updated last year
- This repository is a collection of machine learning models for computer networks.☆35Updated last year
- Link Scheduling using Graph Neural Networks, IEEE TWC☆30Updated 6 months ago
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆114Updated 2 months ago
- This repository is a collection of machine learning models for computer networks.☆24Updated last year