Mind the Gap: Attainable Data Movement and Operational Intensity Bounds for Tensor Algorithms.
Qijing HuangPo-An TsaiJoel S. EmerAngshuman ParasharPublished in: ISCA (2024)
Keyphrases
- data sets
- data structure
- data processing
- database
- high quality
- data collection
- artificial intelligence
- data quality
- image data
- upper and lower bounds
- data reduction
- theoretical analysis
- medical images
- learning algorithm
- training data
- computational complexity
- spatial data
- data mining tasks
- noisy data
- statistical methods
- data mining algorithms
- knowledge discovery
- data analysis
- probability distribution
- statistical analysis
- synthetic data
- lower bound
- input data
- raw data
- error bounds
- data mining techniques
- bayesian networks
- incomplete data
- optimization problems
- end users
- lower and upper bounds