1). We present to your attention a next-generation SDN controller
⚡ AI‑powered routing • 99.7% accuracy • real‑time visualization ⚡
- Integration of 7 algorithms (Dijkstra, A*, Bellman-Ford, SPFA, Floyd-Warshall, Yen, Eppstein)
- ⭐ High efficiency of Eppstein for large graphs — up to 2.23x faster than Yen (k-shortest paths)
- Intelligent algorithm selection using XGBoost AI with 99.7% accuracy. The XGBoost model is trained with experimental data to select the optimal algorithm based on graph characteristics (density, node count, topology)
- Self-learning system via a DQN agent — reinforcement learning agent that continuously improves routing decisions through network interaction
- Real-time visualization using Cytoscape.js — live graph rendering, dynamic node/link updates in browser
- Real OpenFlow communication with Open vSwitch and Node.js — full OpenFlow 1.3 support, successful ping between hosts, scalability up to 100 nodes and over 6 million OpenFlow messages
- Real-time statistics in the browser — live throughput, latency, and algorithm performance metrics
- Tests with V=50, V=100 — extensive validation on complex network topologies
🧪⚡ TEST + FULL CODE 📁🔬
Complete test suite • Mininet integration • Benchmark results
Complete test suite • Mininet integration • Benchmark results
✨ If you like what we present, I am already working on a new kind of routing (a new paradigm) that can be implemented in protected code or hardware.
🚀 Next-generation architecture — beyond traditional SDN.
🚀 Next-generation architecture — beyond traditional SDN.
PROFESSIONALS ONLY
2). THE NEW PARADIGM IS READY!
SDN Controller with AI Shield
The new kind of routing is ALREADY IMPLEMENTED
with 7 algorithms • P4 Protection • AI Self-Learning
CLICK TO EXPLORE THE COMPLETE SYSTEM
The new kind of routing is ALREADY IMPLEMENTED
with 7 algorithms • P4 Protection • AI Self-Learning
🔧
Requirements:
P4
•
Python 3.8+
•
OpenFlow 1.3
•
Mininet
•
Node.js
For researchers, engineers, and networking professionals
READY
3). SDN‑BRAIN · AI‑POWERED SELF‑LEARNING ROUTING
✅ 10 algorithms (BFS, Dawson, Dijkstra, A*, Bellman‑Ford, SPFA, Floyd‑Warshall, Yen, Eppstein, Johnson)
✅ Self‑Learning AI Brain (dynamic exploration 7% • persistent memory)
✅ V ≤ 1000 • Negative weights • Cycle‑Free
✅ Real‑time visualization
✅ Self‑Learning AI Brain (dynamic exploration 7% • persistent memory)
✅ V ≤ 1000 • Negative weights • Cycle‑Free
✅ Real‑time visualization
🔒
The project is fully ready.
For security reasons, no public demo is available.
Code access is provided upon request.
For security reasons, no public demo is available.
Code access is provided upon request.
✉️ Request full code / access:
rumentodorov@programist.bg
📌 Source code available for professionals upon request
✅ READY FOR DEPLOYMENT
4). THE NEXT‑GENERATION LEVEL — ALREADY IMPLEMENTED
🚀 Beyond Traditional SDN — A Unified, AI-Driven Architecture
The new paradigm is not a concept; it is a fully functional platform:
The new paradigm is not a concept; it is a fully functional platform:
The only limit is your imagination.
📩 For early access / collaboration:
rumentodorov@programist.bg
🚫 No public demo • Exclusive preview for professionals