Workshop
:
Arkouda: NumPy-Like Arrays at Massive Scale Backed by Chapel
Event Type
Workshop
Registration Categories
W
Tags
MPI
Parallel Application Frameworks
Parallel Programming Languages, Libraries, and Models
Python
Scalable Computing
TimeSunday, 17 November 20193:50pm - 4:10pm
Location507
DescriptionExploratory data analysis (EDA) is a prerequisite for all data science, as illustrated by the ubiquity of Jupyter notebooks, the preferred interface for EDA among data scientists. In order to expand the scale of EDA, we have designed and built a software package for using NumPy-like arrays and Pandas-like data frames at massive scale. We have also integrated this software package into our data science workflow. This software package, called Arkouda, is primarily implemented in the Chapel programming language. Arkouda is currently in process to be open-sourced so our work can be shared with a broader community. In the proposed talk we will cover the why, how, and what of Arkouda.
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