CPU workload forecasting of machines in data centers using LSTM recurrent neural networks and ARIMA models.
Deepak JanardhananEnda BarrettPublished in: ICITST (2017)
Keyphrases
- recurrent neural networks
- data center
- nonlinear dynamic systems
- long short term memory
- echo state networks
- artificial neural networks
- neural network
- reservoir computing
- neural model
- short term
- recurrent networks
- chaotic time series
- power consumption
- feed forward
- energy efficiency
- arima model
- neural models
- prediction model
- energy consumption
- artificial intelligence
- commercial web search engines
- learning algorithm
- database
- real time
- hybrid model
- machine learning
- long term