tf.data service: A Case for Disaggregating ML Input Data Processing.

Andrew Audibert Yang Chen Dan Graur Ana Klimovic Jirí Simsa Chandramohan A. Thekkath

Published in: SoCC (2023)

Keyphrases

data processing
data analysis
image data
data sets
data collection
database
synthetic data
training data
data sources
data points
input data
data acquisition
data distribution
experimental data
high dimensional data
statistical analysis
computer systems
maximum likelihood
decision trees
social networks