Efficiency & Orchestration Core
Active Performance
Utilizing NVMe-over-Fabrics for active AI training, providing millions of IOPS for data currently being processed by GPU clusters.
Policy-Driven Sync
Automated movement between tiers based on research workflows, ensuring researchers see a single unified namespace regardless of physical location.
Deep Archive
Migrating historical research to Immutable Object Storage (S3), satisfying REACH compliance at the lowest possible cost per petabyte.
Lifecycle Logic Pipeline
| Phase | Storage Action | Strategic Outcome |
|---|---|---|
| Active | Hosting active molecular dynamics on NVMe-oF Flash. | Maximum GPU Utilization |
| Cooling | Automated migration to Parallel Disk Tiers after 30 days of inactivity. | 80% Storage Cost Reduction |
| Recall | AI-triggered "Re-warming" of historical IP for new meta-studies. | Rapid Discovery Re-Activation |
Technical Insight
The deployment of Predictive Tiering in 2026 uses AI to analyze project schedules, "thawing" relevant historical datasets overnight so researchers face zero latency when they start their shifts.