Key points are not available for this paper at this time.
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.
Shanbhag et al. (2022) studied this question.