This project compares five lossless data compression techniques—Binary, Run-Length, Dictionary, Frame of Reference, and Differential Encoding—applied to integer and string CSV data. The performance is ...
Abstract: A novel learnable dictionary encoding layer is proposed in this paper for end-to-end language identification. It is inline with the conventional GMM i-vector approach both theoretically and ...
Discover how to optimize encoding and compression for Parquet string data using RAPIDS, leading to significant performance improvements. Parquet writers offer various encoding and compression options ...
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