Energy Estimates Across Layers of Computing: From Devices to Large-Scale Applications in Machine Learning for Natural Language Processing, Scientific Computing, and Cryptocurrency Mining.
Sadasivan ShankarPublished in: CoRR (2023)
Keyphrases
- scientific computing
- machine learning
- natural language processing
- text mining
- high performance computing
- information extraction
- data mining
- natural language
- knowledge representation
- file system
- computer systems
- energy consumption
- energy efficiency
- mobile devices
- distributed memory
- workflow management
- data analysis
- high end
- power consumption
- low power
- computational geometry
- computer vision