Not All Data Deserves the Same Infrastructure

AI storage works best when each dataset sits on the tier its access pattern justifies. Key Takeaways Storage planning turns into an architectural issue once data keeps accumulating after each training run, replay, and inference cycle. A model team that keeps everything on one fast tier will get simple operations for a while, then face […]