Sanjay Ghemawat

3 papers · 2012–2023 · 2 venues · across top CS/AI venues

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Achievements

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🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Legion

🚀 Conference Pioneer 📈 Trend Setter

Venues

OSDI (2) JMLR (1)

Top co-authors

Michael Isard (2) Jeffrey Dean (2) Paul Barham (2) Katherine Lee (1) Christopher Heiser (1) Guy Gur-Ari (1) Lindsay Rolig (1) Rajesh Rao (1) Eugene Kogan (1) Yi Tay (1)

Research topics

Deep Learning (2) Models (2) Artificial Intelligence (1) Computer Science (1) Machine Learning (1) Natural Language Processing (1) Foundations (1) Generation (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (1) Systems (1)

Keywords

few-shot learning (1) distributed computing (1) distributed training (1) deep neural network (1) heterogeneous computing (1) dataflow graph (1) tensor processing unit (1) heterogeneous environment (1) large-scale machine learning (1) multi-step reasoning (1) large language model (1)

Papers

PaLM: Scaling Language Modeling with Pathways JMLR 2023 TensorFlow: A System for Large-Scale Machine Learning OSDI 2016 Spanner: Google’s Globally-Distributed Database OSDI 2012