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- research-articleJanuary 2025
Resiliency at scale: managing google's TPUv4 machine learning supercomputer
- Yazhou Zu,
- Alireza Ghaffarkhah,
- Hoang-Vu Dang,
- Brian Towles,
- Steven Hand,
- Safeen Huda,
- Adekunle Bello,
- Alexander Kolbasov,
- Arash Rezaei,
- Dayou Du,
- Steve Lacy,
- Hang Wang,
- Aaron Wisner,
- Chris Lewis,
- Henri Bahini
NSDI'24: Proceedings of the 21st USENIX Symposium on Networked Systems Design and ImplementationArticle No.: 42, Pages 761–774TPUv4 (Tensor Processing Unit) is Google's 3rd generation accelerator for machine learning training, deployed as a 4096-node supercomputer with a custom 3D torus interconnect. In this paper, we describe our experience designing and operating the software ...
