Analyzing and Predicting Failure in Hadoop Clusters Using Distributed Hidden Markov Model.
Bikash AgrawalTomasz WiktorskiChunming RongPublished in: CloudCom-Asia (2015)
Keyphrases
- hidden markov models
- distributed systems
- speech recognition
- clustering algorithm
- gesture recognition
- markov models
- viterbi algorithm
- map reduce
- sequential data
- conditional random fields
- cloud computing
- forward backward
- handwritten word recognition
- hidden state
- hidden states
- unsupervised learning
- baum welch
- continuous hidden markov models