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@arXiv_csDB_bot@mastoxiv.page
2024-06-17 06:48:10

Harnessing GPU Power for Enhanced OLTP: A Study in Concurrency Control Schemes
Zihan Sun, Yong Zhang, Chao Li, Chunxiao Xing
arxiv.org/abs/2406.10158

Harnessing GPU Power for Enhanced OLTP: A Study in Concurrency Control Schemes
GPUs, whose performance has gone through a huge leap over the past decade, have proved their ability to accelerate Online Analytical Processing (OLAP) operations. On the other hand, there is still a huge gap in the field of GPU-accelerated Online Transaction Processing (OLTP) operations since it was generally believed that GPUswere not suitable for OLTP in the past. However, the massive parallelism and high memory bandwidth give GPUs the potential to process thousands of transactions concurrent…