Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning

von Kwon, Woosuk
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 11 of 27 (2021)

Hippo: Sharing Computations in Hyper-Parameter Optimization

von Shin, Ahnjae
Veröffentlicht in International Conference on Very Large Data Bases (48. : 2022 : Sydney; Online) 48th International Conference on Very Large Data Bases (VLDB 2022) ; Part 2 of 6 (2023)

ELASTIC MEMORY: BRING ELASTICITY BACK TO IN-MEMORY BIG DATA ANALYTICS

von Jeong, Joo Seong
Veröffentlicht in Workshop on Hot Topics in Operating Systems (15. : 2015 : Warth-Weiningen) 15th Workshop on Hot Topics in Operating Systems (HotOS XV) (2020)

Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs

von Kim, Taebum
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 2 of 36 (2022)

WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model

von Yu, Gyeong-in
Veröffentlicht in International Conference on Very Large Data Bases (48. : 2022 : Sydney; Online) 48th International Conference on Very Large Data Bases (VLDB 2022) ; Part 1 of 6 (2023)