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TADOC: Text Analytics Directly on Compression [article]

Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du
2020 pre-print
This article provides a comprehensive description of Text Analytics Directly on Compression (TADOC), which enables direct document analytics on compressed textual data.  ...  Experiments on six data analytics tasks of various complexities show that TADOC can save 90.8% storage space and 87.9% memory usage, while halving data processing times.  ...  This article presents Text Analytics Directly on Compression (TADOC), which enables direct document analytics on compressed textual data.  ... 
doi:10.1007/s00778-020-00636-3 arXiv:2009.09442v1 fatcat:xl7efwkbbfbzhh4y4wc2f7qt5u