Optimizing Data-Intensive Computations in Existing Libraries with Split Annotations

Shoumik Palkar, Matei Zaharia

Data movement between main memory and the CPU is a major bottleneck in parallel data-intensive applications. In response, researchers have proposed using compilers and intermediate…