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cs.DC2019
Ambitious Data Science Can Be Painless
Hatef Monajemi, Riccardo Murri, Eric Jonas +3
Modern data science research can involve massive computational experimentation; an ambitious PhD in computational fields may do experiments consuming several million CPU hours. Tra…
cs.DC2018
numpywren: serverless linear algebra
Vaishaal Shankar, Karl Krauth, Qifan Pu +5
Linear algebra operations are widely used in scientific computing and machine learning applications. However, it is challenging for scientists and data analysts to run linear algeb…