SQL operators execute directly on RLE, index, and dictionary-compressed columns on GPUs, with order-of-magnitude speedups for pre-sorted production workloads but only 2x mean gains on general public datasets.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DB 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
GPU Acceleration of SQL Analytics on Compressed Data
SQL operators execute directly on RLE, index, and dictionary-compressed columns on GPUs, with order-of-magnitude speedups for pre-sorted production workloads but only 2x mean gains on general public datasets.