DataPerf: Benchmarks for Data-Centric AI Development.
Mark MazumderColby R. BanburyXiaozhe YaoBojan KarlasWilliam Gaviria RojasSudnya Frederick DiamosGreg DiamosLynn HeDouwe KielaDavid JuradoDavid KanterRafael MosqueraJuan CiroLora AroyoBilge AcunSabri EyubogluAmirata GhorbaniEmmett D. GoodmanTariq KaneChristine R. KirkpatrickTzu-Sheng KuoJonas MuellerTristan ThrushJoaquin VanschorenMargaret WarrenAdina WilliamsSerena YeungNewsha ArdalaniPraveen K. ParitoshCe ZhangJames ZouCarole-Jean WuCody ColemanAndrew Y. NgPeter MattsonVijay Janapa ReddiPublished in: CoRR (2022)
Keyphrases
- data centric
- challenges facing
- business processes
- data driven
- information management
- software engineering
- case study
- data management
- database
- routing protocol
- development process
- artificial intelligence
- application development
- expert systems
- knowledge representation
- sensor networks
- database systems
- data processing
- knowledge base
- data storage
- st century
- machine learning