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* added figures showing benchmarks for parallel processing * added creative-commons license * updated README accordingly
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LICENSE-CC-BY-NC.TXT

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README.md

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Utilities for High-Throughput PDS Data Processing
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=================================================
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High-Throughput PDS Data Processing
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===================================
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*by Norbert Schorghofer*
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Throughput benchmarks for various lossless compression formats applied to a data set from the PDS (Planetary Data System)
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These are the first components of a collection of utitilies for high-throughput processing of data from the PDS (Planetary Data System).
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Formats:
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* Diviner RDR level-1 files
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### Throughput Studies
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Input files for case study:
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* Diviner RDR level-1 files in zip format
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Benchmarked output formats:
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* zip, gzip, lzma, lz4, br, zstd, and others
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### Throughput Studies
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`prepfiles.cmd` creates files of various compression formats using default level
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`prepfiles_other.cmd` creates files of various compression formats using non-default levels
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`timecompress.cmd` measures times for file compression
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`compress1-benchmark.pdf` plot of compression ratio versus compression time
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`timedecompress1.cmd` measures times for file decompression
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`timedecompress1_stdout.cmd` measures times for file decompression via stdout
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`timecompress.cmd` measures times for file compression
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`decompress1-benchmark.pdf` plot of compression ratio versus decompression time (main result)
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`Parallel/timeparallelfilter.cmd` measures times for parallel file decompresson and filtering
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`Parallel/timefilter1.cmd` measures times for individual calls of `filter1_*.cmd`
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`Parallel/filter1_*.cmd` shell scripts called by `./time*.cmd`
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### Throughput Tools
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To be developed.
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`Parallel/parallel-filter-times-*.pdf` plots showing results for scaling with number of threads
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---
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### Acknowledgments
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This study is supported by NASA's Lunar Data Analysis Program.
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This study was supported by NASA's Lunar Data Analysis Program.
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