Unveiling Energy Efficiency in Deep Learning: Measurement, Prediction, and Scoring across Edge Devices.
Xiaolong TuAnik MallikDawei ChenKyungtae HanOnur AltintasHaoxin WangJiang (Linda) XiePublished in: CoRR (2023)
Keyphrases
- deep learning
- energy efficiency
- energy consumption
- power consumption
- wireless sensor networks
- wireless sensor
- battery powered
- sensor networks
- energy efficient
- data center
- power management
- machine learning
- routing protocol
- unsupervised learning
- weakly supervised
- response time
- unsupervised feature learning
- smart home
- mobile devices
- data sets
- sensor nodes
- embedded systems
- mental models
- intelligent systems
- management system