An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions.
Caleb TungNicholas EliopoulosPurvish JajalGowri RamshankarCheng-Yun YangNicholas SynovicXuecen ZhangVipin ChaudharyGeorge K. ThiruvathukalYung-Hsiang LuPublished in: ASPDAC (2024)
Keyphrases
- energy efficiency
- wireless sensor networks
- response time
- energy consumption
- power consumption
- energy efficient
- data center
- sensor networks
- energy saving
- power management
- power saving
- routing protocol
- high performance computing
- smart home
- traffic load
- energy aware
- energy management
- reduce the energy consumption
- energy conservation
- sensor nodes
- topology control
- network lifetime
- cellular neural networks
- wireless sensor
- data analysis
- location information
- residual energy
- database
- network topology
- query processing
- machine learning