Understanding and Co-designing the Data Ingestion Pipeline for Industry-Scale RecSys Training.
Mark ZhaoNiket AgarwalAarti BasantBugra GedikSatadru PanMustafa OzdalRakesh KomuravelliJerry PanTianshu BaoHaowei LuSundaram NarayananJack LangmanKevin WilfongHarsha RastogiCarole-Jean WuChristos KozyrakisParik PolPublished in: CoRR (2021)
Keyphrases
- data sets
- high quality
- data sources
- image data
- raw data
- case study
- training data
- data analysis
- labeled data
- data collection
- databases
- synthetic data
- high dimensional data
- training examples
- training samples
- data processing
- small number
- knowledge discovery
- prior knowledge
- data structure
- data mining
- probability distribution
- decision trees
- search engine
- learning algorithm
- missing data
- experimental data
- original data