Forecasting Mobile Traffic to Achieve Greener 5G Networks: When Machine Learning is Key.
Nicola PiovesanAntonio De DomenicoMatteo BernabéDavid López-PérezHarvey BaohongqiangXinli GengWang XieMérouane DebbahPublished in: SPAWC (2021)
Keyphrases
- machine learning
- mobile devices
- internet traffic
- telecommunication networks
- data mining
- decision trees
- traffic engineering
- network traffic
- social networks
- transportation networks
- traffic network
- real time
- high speed networks
- ip addresses
- multimedia services
- complex networks
- network resources
- network connectivity
- end to end
- network structure
- traffic flow
- machine learning methods
- short term
- wireless networks
- mobile phone
- information extraction
- traffic patterns
- long term
- feature selection
- traffic flows
- learning algorithm