FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing

Taeyoon Kim, Chanho Park, Mansur Mukimbekov, Heelim Hong, Minseok Kim, Ze Jin, Changdae Kim, Ji-Yong Shin, Myeongjae Jeon. FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing. PVLDB, 17(4):863-876, December 2023. [doi]

@article{KimPMHKJKSJ23,
  title = {FusionFlow: Accelerating Data Preparation for Machine Learning with Hybrid CPU-GPU Processing},
  author = {Taeyoon Kim and Chanho Park and Mansur Mukimbekov and Heelim Hong and Minseok Kim and Ze Jin and Changdae Kim and Ji-Yong Shin and Myeongjae Jeon},
  year = {2023},
  month = {December},
  url = {https://www.vldb.org/pvldb/vol17/p863-kim.pdf},
  researchr = {https://researchr.org/publication/KimPMHKJKSJ23},
  cites = {0},
  citedby = {0},
  journal = {PVLDB},
  volume = {17},
  number = {4},
  pages = {863-876},
}