GMM-LSTM: a component driven resource utilization prediction model leveraging LSTM and gaussian mixture model.
Sheetal GargRohit AhujaRaman SinghIvan PerlPublished in: Clust. Comput. (2023)
Keyphrases
- gaussian mixture model
- prediction model
- resource utilization
- mixture model
- load balancing
- resource management
- quality of service
- feature vectors
- speaker recognition
- regression model
- gaussian mixture modeling
- high availability
- response time
- expectation maximization
- neural network
- em algorithm
- maximum likelihood
- gaussian mixture
- background subtraction
- grid computing
- feature space
- real time
- virtual machine
- speaker identification
- video streaming
- bayesian networks
- mouth region
- generative model
- face recognition
- network resources
- management system
- peer to peer
- fault tolerant
- energy consumption