This rise of hardware accelerators to meet the demand of AI workloads has also led to a variety of novel methods to leverage GPUs for traditional data analytics workloads. A key concern for any data-intensive system using GPUs is the efficiency of moving the data to the accelerator. In this project, we will investigate ways to improve data movement to GPUs by focusing on the steps of the data path …
Supervisors:
Pınar Tözün
Semester: Fall 2025
Tags: SSDs, GPU-centric IO, data analytics, modern storage