In-memory analytical query processing on GPUs

• Main Author: Paul, Johns
• Other Authors: Lau Chiew Tong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computer systems organization::Performance of systems; Engineering::Computer science and engineering::Computer systems organization::Computer system implementation
• Online Access: https://hdl.handle.net/10356/146888
• Institution: Nanyang Technological University

The high global memory bandwidth and the large number of parallel cores available in modern Graphics Processing Units (GPUs) make them ideal for high-performance Online Analytical Processing (OLAP) systems. However, it is challenging to design efficient high-performance query processing systems for...