Tile-based Lightweight Integer Compression in GPU
Anil Shanbhag, Bobbi W. Yogatama, Xiangyao Yu, Samuel R. Madden · Proceedings of the 2022 International Conference on Management of Data · 2022
GPUs are increasingly used for high-performance and interactive data analytics workloads due to their capability to accelerate computation using massive parallelism. A key constraint of GPU-based data analytics today is the limited memory capacity in GPU devices.