Phase 2: Edge-Node Deployment

Decentralizing Compute for Real-Time Anomaly Detection.

Sub-Millisecond Processing Fabric

To eliminate latency in critical failover scenarios, Phase 2 deploys high-performance Edge-Nodes directly on the factory floor. These nodes handle the heavy computational load of Fast Fourier Transforms (FFT) and spectral analysis locally.

  • HPC-Edge Integration: Deploying GPU-accelerated micro-clusters for on-site neural inference.
  • Data Filtering: Reducing cloud ingestion costs by filtering raw sensor noise and only transmitting high-value anomalies to the central fabric.
  • Hard Real-Time Sync: Ensuring time-deterministic communication between the edge nodes and machine actuation layers.