added some literatures covering scientific data compression.

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Jon.W 2019-09-09 13:36:52 -04:00
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# Data Compression
* :scroll: [Data Compression](data-compression.pdf)
> This paper surveys a variety of data compression methods spanning almost 40 years of research, from the work of Shannon, Fano and Huffman in the 40's, to a technique developed in 1986.
> This paper surveys a variety of data compression methods spanning almost 40 years of research, from the work of Shannon, Fano and Huffman in the 40's, to a technique developed in 1986.
## Scientific Data Compression
* [Fast Error-bounded Lossy HPC Data Compression with SZ(SZ-0.1)](scientific_data_compression/Fast_Error-bounded_Lossy_HPC_Data_Compression_with_SZ.pdf)
* [Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization(SZ-1.4)](scientific_data_compression/Significantly_Improving_Lossy_Compression_for_Scientific_Data_Sets_Based_on_Multidimensional_Prediction_and_Error-Controlled_Quantization.pdf)
* [Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets(SZ-2.0)](scientific_data_compression/Error-Controlled_Lossy_Compression_Optimized_for_High_Compression_Ratios_of_Scientific_Datasets.pdf)
* [Fixed-Rate Compressed Floating-Point Arrays(ZFP)](scientific_data_compression/Fixed-Rate_Compressed_Floating-Point_Arrays.pdf)
* [FPC: A High-Speed Compressor for Double-Precision Floating-Point Data](scientific_data_compression/FPC_A_High_Speed_Compressor_for_Double_Precision_Floating-Point_Data.pdf)