Cloud Resource Scaling for Big Data Streaming Applications Using A Layered Multi-dimensional Hidden Markov Model.
Olubisi RunseweNancy SamaanPublished in: CCGrid (2017)
Keyphrases
- hidden markov models
- big data
- multi dimensional
- cloud computing
- data analytics
- speech recognition
- data management
- unstructured data
- sequential data
- social media
- hidden states
- big data analytics
- conditional random fields
- business intelligence
- data processing
- data analysis
- markov models
- markov model
- gesture recognition
- sequential pattern mining
- knowledge discovery
- viterbi algorithm
- discriminative training
- data science
- machine learning
- hierarchical hidden markov model
- data warehousing
- sequential patterns
- map reduce
- hidden state
- dynamic probabilistic networks
- continuous hidden markov models
- dynamic programming