Optimizing the Forward Algorithm for Hidden Markov Model on IBM Roadrunner clusters

Optimizing the Forward Algorithm for Hidden Markov Model on IBM Roadrunner clusters

In this paper we present a parallel solution of the Forward Algorithm for Hidden Markov Models. The Forward algorithm compute a probability of a hidden state from Markov model at a certain time, this process being recursively. The whole process requires large computational resources for those mo...

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Bibliographic Details
Main Authors: SOIMAN, S.-I., RUSU, I., PENTIUC, S.-G.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2015-05-01
Series:Advances in Electrical and Computer Engineering
Subjects:
forward algorithm
hidden Markov models
multicore processing
parallel hybrid architectures
parallel programming
performance analysis
Online Access:http://dx.doi.org/10.4316/AECE.2015.02013

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