Multi-level Storage Optimization for Intermediate Data in AI Model Training.
Junfeng FuYang YangGang HuXianqiang LuoJie ShaoPublished in: ADC (2023)
Keyphrases
- data sets
- prior knowledge
- raw data
- optimization model
- mathematical model
- management system
- experimental data
- measured data
- simulation data
- artificial intelligence
- data analysis
- probabilistic model
- data storage
- high level
- statistical methods
- optimization method
- storage space
- test data
- spatial data
- database
- optimization process
- multi layer
- original data
- neural network
- genetic algorithm
- computational model
- data collection
- data mining techniques
- knowledge discovery
- training data
- probability distribution
- data sources
- training process
- storage systems
- synthetic data
- optimization algorithm
- image data
- knowledge representation
- data model
- data structure