2.2k citations · 4.4k across the 41 of their papers we have counts for
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cs.PF2018★ 130 cited
Sprintz: Time Series Compression for the Internet of Things
Davis Blalock, Samuel Madden, John Guttag
Thanks to the rapid proliferation of connected devices, sensor-generated time series constitute a large and growing portion of the world's data. Often, this data is collected from…
cs.PF2017★ 22 cited
Bolt: Accelerated Data Mining with Fast Vector Compression
Davis W Blalock, John V Guttag
Vectors of data are at the heart of machine learning and data mining. Recently, vector quantization methods have shown great promise in reducing both the time and space costs of op…