@article{pathwaysasynchronousdistributeddataflow, title = {Pathways: Asynchronous Distributed Dataflow for ML}, author = {Paul Barham and Aakanksha Chowdhery and Jeff Dean and Sanjay Ghemawat and Steven Hand and Dan Hurt and Michael Isard and Hyeontaek Lim and Ruoming Pang and Sudip Roy and Brennan Saeta and Parker Schuh and Ryan Sepassi and Laurent El Shafey and Chandramohan A. Thekkath and Yonghui Wu}, year = {2022}, eprint = {2203.12533}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2203.12533v1}, }