K. Nagaty

Indexing meets machine learning: a systematic literature review of learned indexes

Learned index structures use machine learning models, rather than traditional algorithmic data structures, to optimize database indexing performance. This systematic literature review applies the PICOC framework to 49 peer-reviewed articles (2017–2025) on learned index effectiveness versus traditional methods, using sy...