Jorge-Arnulfo Quiané-Ruiz

The Power of Nested Parallelism in Big Data Processing Hitting Three Flies with One Slap

2021

Many common data analysis tasks, such as performing hyperparameter optimization, processing a partitioned graph, and treating a matrix as a vector of vectors, offer natural opportunities for nested-parallel operations, i.e., launching parallel operations from inside …