Ambitious Data Science Can Be Painless
arXiv: Distributed, Parallel, and Cluster Computing, 2019.
Modern data science research can involve massive computational experimentation; an ambitious PhD in computational fields may do experiments consuming several million CPU hours. Traditional computing practices, in which researchers use laptops or shared campus-resident resources, are inadequate for experiments at the massive scale and vari...More
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