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)

A Tensor Compiler for Unified Machine Learning Prediction Serving

von Nakandala, Supun
Veröffentlicht in USENIX Symposium on Operating Systems Design and Implementation (14. : 2020 : Online) 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI'20) ; Volume 2 of 2 (2020)

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)