Sanjay Ghemawat
Sanjay Ghemawat has 2 papers in our library, in 2016; often with Andy Davis, Jeff Dean, Martin Abadi.
OpenAlex · ORCID · h-index 26 · 63 works · 60,530 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 7,522 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #109
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksHardware and Architecture · 2 worksInformation Systems · 2 worksComputer Networks and Communications · 1 workComputer Vision and Pattern Recognition · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Machine learning · 2 works
Works by year
2010s
Papers
- TensorFlow: A system for large-scale machine learning (2016 · 12,711 citations)
The paper presents TensorFlow, Google Brain's successor to its earlier DistBelief system. It addresses a gap among existing tools. Single-machine frameworks such as Caffe, Theano and Torch are flexible but do not scale across clusters. Parameter-server systems scale, but they hard-code how shared model state is… - TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems (2016 · 9,512 citations)
Google's first distributed deep-learning system, DistBelief, was powerful but rigid. Separate tools for large-scale training and small-scale deployment also caused maintenance problems and leaky abstractions. TensorFlow, the second-generation system, addresses this with one programming model that runs on phones…
All works
- TensorFlow: A system for large-scale machine learningarXiv:1605.08695Martin Abadi, Paul Barham, Jianmin Chen, et al.2016 · 12,711 citations
- TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed SystemsarXiv:1603.04467Martín Abadi, Ashish Agarwal, Paul Barham, et al.2016 · 9,512 citations
- Pathways: Asynchronous Distributed Dataflow for ML ↗arXiv (Cornell University) · no summary yetPaul Barham et al.2022 · 85 citations
Co-authors here
- Andy Davis ×2
- Jeff Dean ×2
- Martin Abadi ×2
- Matthieu Devin ×2
- Paul Barham ×2
- Zhifeng Chen ×2
- Eugene Brevdo
- Geoffrey Irving
- Greg S. Corrado
- Ian Goodfellow
Cited by
Updated
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