To ensure 30+ FPS performance and real-time inference, the following hardware is recommended:
| Component | Specification |
|---|---|
| Processor | Intel® Xeon® Scalable Processor or Intel® Core™ i9 (12th Gen+) |
| Accelerator | Intel® Data Center GPU Flex Series (Highly Recommended for high-density streams/transcoding) |
| Memory | 32 GB DDR4/DDR5 ECC |
| Storage | 512 GB NVMe SSD (High Endurance) |
| Network | Dual 10GbE Uplink (for Camera Streams + Cloud Backhaul) |
- Operating System: Ubuntu 22.04 LTS (Jammy Jellyfish)
- Container Runtime: Docker Engine 24.0+
- Orchestration: Docker Compose v2.20+
- Drivers: Intel® GPU Drivers (verified for Flex Series)
- Ports:
1883: MQTT Broker (Internal/External)3000: Grafana Dashboard8080: Web UI8086: InfluxDB
- Time Sync: Local NTP Server connectivity is critical for multi-camera correlation.