Analyzing and Mitigating Data Stalls in DNN Training.

Jayashree Mohan Amar Phanishayee Ashish Raniwala Vijay Chidambaram

Published in: CoRR (2020)

Keyphrases

data analysis
data sets
data sources
data collection
high quality
original data
neural network
database
statistical analysis
data distribution
raw data
small number
end users
prior knowledge
data objects
data quality
complex data
application domains
spatial data
data processing
knowledge discovery
hidden markov models