How does R optimize memory usage in large-scale data pipelines using lazy evaluation and ALTREP?

R reduces memory pressure using ALTREP and lazy evaluation to delay object materialization.

ALTREP allows vectors to be stored in compressed or symbolic form. Lazy evaluation delays computation of function arguments until needed. Combined, they reduce peak memory usage in large transformations.