Data-driven Energy Efficiency Modelling in Large-scale Networks: An Expert Knowledge and ML-based Approach.
David López-PérezA De DomenicoNicola PiovesanMérouane DebbahPublished in: CoRR (2024)
Keyphrases
- expert knowledge
- energy efficiency
- data driven
- energy consumption
- power consumption
- wireless sensor networks
- expert systems
- sensor networks
- data center
- domain knowledge
- energy efficient
- knowledge base
- maximum likelihood
- bayesian networks
- power management
- high performance computing
- knowledge engineering
- fuzzy logic
- energy management
- power saving
- response time
- energy saving
- domain experts
- prior knowledge
- routing protocol
- smart home
- energy aware
- energy conservation
- sensor nodes
- data sets
- topology control
- traffic load
- learned knowledge
- wireless sensor
- sensor data
- genetic algorithm
- real time
- cost effective
- databases
- machine learning
- learning algorithm
- artificial intelligence
- decision making
- database systems
- domain specific
- knowledge acquisition
- intelligent systems
- shortest path