Network Digital Twin
Connecting an SDN testbed to a living network model, with bidirectional synchronization, what-if analysis, and a closed control loop.
Read the project← HomeQuestions, experiments,
RESEARCH & ENGINEERING
Questions, experiments,
and working systems.
A collection of completed projects and ongoing investigations. Each project includes its context, implementation, evidence, and limitations.
4 projects shown
Research question · conceptual diagram
State–Model–Regret
Investigating how current-state information and action-response model fidelity interact in their effect on expected routing decision regret.
Read the projectRouting concept · illustrative topology
Deep RL for SDN Routing
A Dueling Double DQN routing agent, a custom Gymnasium environment, and a Mininet evaluation pipeline with an OSPF baseline.
Read the project
Cloud & GitOps on AWS
A three-tier application delivered to EKS through Terraform, GitHub Actions, and ArgoCD, with observable Blue/Green rollouts.
Read the project