2 papers
cs.DC2017
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.DC2016
HPAT: High Performance Analytics with Scripting Ease-of-Use
Ehsan Totoni, Todd A. Anderson, Tatiana Shpeisman
Big data analytics requires high programmer productivity and high performance simultaneously on large-scale clusters. However, current big data analytics frameworks (e.g. Apache Sp…