Scalable I/O-bound parallel incremental gradient descent for big data analytics in GLADE.

Chengjie Qin Florin Rusu

Published in: DanaC@SIGMOD (2013)

Keyphrases

big data analytics
big data
input output
cost function
incremental learning
main memory
loss function
upper bound
map reduce
worst case
cloud computing
parallel processing
shared memory
parallel implementation
single pass
lower bound
data structure
file system
data management
database
storage systems
social networks