论文标题

用于基准浮点压缩机的数据集

Datasets for Benchmarking Floating-Point Compressors

论文作者

Knorr, Fabian, Thoman, Peter, Fahringer, Thomas

论文摘要

浮点数据的压缩,无论是有损还是无损,是对科学计算兴趣越来越多的话题。开发和评估合适的压缩算法需要来自现实世界应用程序的代表性数据样本。我们提供了用于卷和时间序列数据的公共访问资源的集合,以及构成压缩机基准测试基础的具体数据集列表。

Compression of floating-point data, both lossy and lossless, is a topic of increasing interest in scientific computing. Developing and evaluating suitable compression algorithms requires representative samples of data from real-world applications. We present a collection of publicly accessible sources for volume and time series data as well as a list of concrete datasets that form an adequate basis for compressor benchmarking.

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