Towards Scalable Dataframe Systems.

Devin Petersohn,William W. Ma,Doris Jung Lin Lee,Stephen Macke,Doris Xin,Xiangxi Mo,Joseph E. Gonzalez,Joseph M. Hellerstein,Anthony D. Joseph,Aditya Parameswaran

Towards Scalable Dataframe Systems.

2020

Devin Petersohn
William W. Ma
Doris Jung Lin Lee
Stephen Macke
Doris Xin
Xiangxi Mo
Joseph E. Gonzalez
Joseph M. Hellerstein
Anthony D. Joseph
Aditya Parameswaran

Dataframes are a popular abstraction to represent, prepare, and analyze data. Despite the remarkable success of dataframe libraries in R and Python, dataframes face performance issues even on moder...

Keywords:

Scalability
Computer architecture
Computer science

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