sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data.
Guanhua WangZhuang LiuBrandon HsiehSiyuan ZhuangJoseph GonzalezTrevor DarrellIon StoicaPublished in: MLSys (2021)
Keyphrases
- data sets
- data processing
- image data
- data analysis
- synthetic data
- data collection
- original data
- high quality
- database
- data structure
- data points
- training data
- statistical analysis
- high dimensional data
- data objects
- raw data
- spatial data
- data quality
- decomposition method
- input data
- dimensionality reduction
- small number
- data streams
- machine learning
- data mining