amitnilams / sdwan-gym
AI gym for SD-WAN
☆9Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for sdwan-gym
- A platform to test reinforcement learning policies in the datacenter setting.☆67Updated last year
- Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).☆58Updated last year
- This repository is a collection of machine learning models for computer networks.☆25Updated last year
- POCO: Pareto-Optimal Controller Placement☆25Updated 6 years ago
- Joint placement and scaling of bidirectional network services with stateful virtual or physical network functions☆30Updated 4 years ago
- Elastic Virtual Network Function Placement☆24Updated 4 years ago
- A super 🦄☆30Updated 5 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆51Updated 2 years ago
- A reinforcement learning algorithm for congestion control, together with a realistic Omnet++ network simulation environment☆20Updated last year
- Real-time Mininet dashboard☆12Updated 2 years ago
- YATES (Yet Another Traffic Engineering System)☆65Updated last year
- A software defined network inside VANETs concepts using Mininet-WiFi, SUMO and Python. We called it SDVANETS.☆13Updated 2 years ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆17Updated 4 years ago
- Simulation Source Code for the paper "Orchestrating Virtualized Network Functions"☆7Updated 5 years ago
- Automatically emulate network service placements calculated by arbitrary placement algorithms☆10Updated 3 years ago
- ☆28Updated 4 years ago
- User-perceived latency is important for the quality of experience (QoE) of wide-area real-time communications (RTC). This paper explores …☆12Updated 5 months ago
- DASH meets ns3-gym, an inclusive discrete environment to test ML for video streaming.☆23Updated 3 years ago
- A fork of ns3 LTE module for reinforcement learning experiments☆12Updated 7 years ago
- final project for cpe 400, implemented a q-learning and SARSA routing protocol for a network simulator☆45Updated 7 years ago
- Empirically learned congestion control by imitation learning with RNNs☆43Updated 5 years ago
- A P4 load balancer able to distribute the traffic on real-time server metrics, at line rate.☆16Updated 5 years ago
- Scheduling algorithms for deadline constrained weighted traffic in a collocated network☆13Updated 6 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆50Updated 3 years ago
- Proposed an Multipath Traffic Engineering strategy for Interdomain Routing and validated it using ONOS SDN Controller. See FinalReport.pp…☆18Updated 7 years ago
- Equal-Cost MultiPath (ECMP) Implementation in ns-3☆24Updated 5 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆10Updated 5 years ago
- Flow level simulation☆13Updated 9 years ago
- An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.☆154Updated 2 years ago
- NS-2 code for simulating results in Universal Packet Scheduling☆9Updated 5 years ago