Fast JSON parser using metaprogramming on GPU
Published in 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA) • Oct 13, 2022
Authors:,,
Krzysztof Kaczmarski
Jakub Narębski
Stanislaw Piotrowski
Abstract
We demonstrate a new idea of a parallel GPU JSON parser, which is able to optimize the parsing and initial transformation process through metaprogramming. It outperforms other well-known solutions like simdjson, Pandas, as well as cuDF– which also works on GPU. The resulting data is ready to be furt...
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