Scaling the iHMM: Parallelization versus Hadoop.

Sébastien Bratières Jurgen Van Gael Andreas Vlachos Zoubin Ghahramani

Published in: CIT (2010)

Keyphrases

hidden markov models
sequential data
gibbs sampler
open source
bayesian model

distributed systems
parallel processing
cloud computing
dirichlet process

random fields
conditional random fields
posterior distribution
sequence data

fixed length
spatio temporal
sequential patterns
bayesian inference