Observation: Random read performance is essential for Al data loading and shuffling. While Linux MD performs well in optimal states, its performance plummets by over 99% in degraded mode due to CPU bottlenecks during reconstruction. SupremeRAIDTm 2.0, utilizing the GPU to handle I/O, sustains massive throughput in optimal mode and maintains 12.6 million IOPS even during a drive failure. Observation: This is the most critical metric for metadata updates and checkpointing. Traditional RAID this workload, delivering over 6.4 million IOPs in optimal mode and sustaining nearly identical Copyright @ 2026 Graid Technology Inc., All Rights Reserved.