Leveraging Multi-Task Learning for Energy Consumption Prediction in IoT-Based Data Center.
Gaoxiang JiangYu SunBo ChengYanyi WangHaibo ZhouPublished in: ICCT (2023)
Keyphrases
- data center
- energy consumption
- multi task learning
- energy efficiency
- cloud computing
- multi task
- wireless sensor networks
- energy efficient
- energy saving
- multiple tasks
- energy aware
- power management
- virtual machine
- gaussian processes
- learning tasks
- sensor networks
- learning problems
- carbon dioxide
- routing protocol
- high order
- sensor nodes
- management system
- computing resources
- learning models
- transfer learning
- theoretical analysis
- learning algorithm
- data sets
- residual energy
- electrical energy
- cost effective
- real time
- inductive learning
- power consumption
- support vector machine
- pairwise
- database