6 citations · 19 across the 7 of their papers we have counts for
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cs.DC2017★ 2 cited
HiFrames: High Performance Data Frames in a Scripting Language
Ehsan Totoni, Wajih Ul Hassan, Todd A. Anderson +1
Data frames in scripting languages are essential abstractions for processing structured data. However, existing data frame solutions are either not distributed (e.g., Pandas in Pyt…
cs.DC2017★ 6 cited
Don't cry over spilled records: Memory elasticity of data-parallel applications and its application to cluster scheduling
Calin Iorgulescu, Florin Dinu, Aunn Raza +2
Understanding the performance of data-parallel workloads when resource-constrained has significant practical importance but unfortunately has received only limited attention. This…