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Q: How can we prevent AI training data from being lost due to hard drive corruption, thus destroying all our hard work in research and development?

2026-01-19


#NAS #AI #FAQ

We recommend the following triple protection strategy:
  1. RAID Array: Use RAID 5 or RAID 6 to allow for the simultaneous failure of 1 to 2 hard drives without data loss.
  2. Btrfs Snapshots: Enable the "Snapshot Center" so that even if the training program accidentally modifies or deletes the original data, it can be restored to the correct version within seconds.
  3. 3-2-1 Backup: Use MyArchive cold backup technology to store the finally trained model on a separate hard drive for secure offline storage.

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