ZipFlow: a Compiler-based Framework to Unleash Compressed Data Movement for Modern GPUs

Gwangoo Yeo, Zhiyang Shen, Wei Cui +5

In GPU-accelerated data analytics, the overhead of data transfer from CPU to GPU becomes a performance bottleneck when the data scales beyond GPU memory capacity due to the limited…