FixTrack

Winning as a Driver or as a Team hits very different

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FIX - TRACK Smart File Transfer System

  1. Problem Overview In F1 team like Haas F1 need real-time transfer of telemetry, video, and sensor data from racetrack to HQ. Challenges they face: • Unstable networks (5G, satellite, Wi-Fi) • Data corruption and incomplete transfers • Critical data prioritization issues • Manual intervention required on failures Impact: Delays in decision-making and reduced operational efficiency.
  2. Solution This is an autonomous, AI-driven file transfer system designed to: • Use multi-channel transfers across 5G, satellite, and Ethernet • Automatically prioritize critical telemetry over bulk data • Ensure full data integrity with real-time verification • Resume transfers automatically in case of failures Goal: Deliver reliable, fast, and secure data to enable real-time analysis.
  3. Key Features • AI-Powered Routing: Chooses optimal network links dynamically • Adaptive Transfer Engine: Parallel, chunk-based, high-speed transfers • Integrity & Security: SHA-512 verification + AES-256 encryption • Self-Healing: Automatic recovery from network failures • Monitoring: Real-time dashboard or CLI view of transfers
  4. Core Architecture Components:
  5. Edge Node (Trackside): Captures and chunks telemetry/video data
  6. AI Routing Engine: Predicts best paths and prioritizes data
  7. Transfer Core (Rust + QUIC/UDP): High-speed, multi-channel transfer
  8. Integrity Manager (Go): Verifies chunks, handles retransmissions
  9. Backend API (FastAPI + Redis): Controls and monitors transfers
  10. Monitoring Layer (Grafana/CLI): Tracks status, network health, and alerts Workflow: Edge Node → AI Routing → Multi-Channel Transfer → Integrity Verification → Central Node → Monitoring
  11. Real-World Application: Haas F1 Use Case Scenario: Transfer 500 GB telemetry and video from Suzuka Circuit to UK HQ in 30 minutes. Implementation:
  12. Edge Node captures telemetry/video
  13. AI Engine allocates critical telemetry via fastest networks
  14. Transfer Core streams chunks via 5G + satellite
  15. Integrity Manager verifies each chunk; auto-retransmits if needed
  16. Central Node reassembles and stores data
  17. Dashboard displays live transfer progress Outcome: Fast, fully verified data with zero manual intervention.
  18. Expected Enhancements • Peer-to-peer edge swarming for faster multi-node transfers • Starlink satellite integration for seamless handoff • Edge AI compression to reduce bandwidth usage • Blockchain audit logs for verification • Quantum-safe encryption for future security

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