RAM · random-access memory
Volatile working memory; in AI nodes the term usually means host RAM, which stages data-loader batches and holds the fastest checkpoint tier alongside the GPU's own HBM.
Current numbers
1.5x vs 3xStorage overhead of erasure coding (EC 4+2) vs triple replication; EC saves capacity but costs CPU, RAM and rebuild load