Data Vaults
Cloud repositories for petabytes of test fleet sensor data. Providing immutable, high-throughput storage architectures for the massive data ingestion requirements of autonomous R&D.
Dynamic Fleet Offloading
Autonomous test vehicles generate up to 40TB per day, per vehicle. Our Data Vaults utilize NVMe Storage and high-performance parallel filesystems like BeeGFS to enable non-blocking ingestion of multi-sensor streams directly into the cloud fabric.
- High-speed landing zones for fleet data
- Parallel I/O for massive LiDAR datasets
- Automated checksum verification
Immutable R&D Repositories
R&D integrity is non-negotiable. We implement Managed Services that feature encrypted, WORM-protected tiers within BeeGFS and HPC clusters environments, ensuring that mission-critical sensor data remains immutable for multi-decade compliance.
- End-to-end AES-256 encryption
- Intelligent data-tiering to cold archives
- Secure IP-Vaulting for sensor logic
Data Ingestion Logic
The structured flow of sensor data from the test vehicle to the long-term cloud vault via parallel storage fabrics.
| Phase | Action | Outcome |
|---|---|---|
| Offloading | High-speed transfer from vehicle SSDs to NVMe Storage gateways. | Raw data ingestion. |
| Processing | Metadata tagging via AI-Clusters within the BeeGFS layer. | Searchable R&D assets. |
| Archiving | Moving validated datasets to immutable BeeGFS storage tiers. | Regulatory safety compliance. |
| Access | Global retrieval for re-simulation across distributed HPC sites. | Continuous model improvement. |
Scale Your Autonomous Data Lake
Expertise in Petabyte-Scale BeeGFS, NVMe Storage, and secure Managed Services.
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