Jeffrey Dean

According to our database1, Jeffrey Dean authored at least 76 papers between 1992 and 2018.

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Bibliography

2018
A New Golden Age in Computer Architecture: Empowering the Machine-Learning Revolution.
IEEE Micro, 2018

Dynamic Control Flow in Large-Scale Machine Learning.
CoRR, 2018

Efficient Neural Architecture Search via Parameter Sharing.
CoRR, 2018

Scalable and accurate deep learning for electronic health records.
CoRR, 2018

The Case for Learned Index Structures.
Proceedings of the 2018 International Conference on Management of Data, 2018

Efficient Neural Architecture Search via Parameter Sharing.
Proceedings of the 35th International Conference on Machine Learning, 2018

Dynamic control flow in large-scale machine learning.
Proceedings of the Thirteenth EuroSys Conference, 2018

2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
TACL, 2017

The Case for Learned Index Structures.
CoRR, 2017

Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.
CoRR, 2017

Device Placement Optimization with Reinforcement Learning.
CoRR, 2017

In-Datacenter Performance Analysis of a Tensor Processing Unit.
CoRR, 2017


Device Placement Optimization with Reinforcement Learning.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.
CoRR, 2016

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
CoRR, 2016

TensorFlow: A system for large-scale machine learning.
CoRR, 2016

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.
CoRR, 2016

The Beckman report on database research.
Commun. ACM, 2016

Large-Scale Deep Learning For Building Intelligent Computer Systems.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Building Machine Learning Systems that Understand.
Proceedings of the 2016 International Conference on Management of Data, 2016


2015
Distilling the Knowledge in a Neural Network.
CoRR, 2015

The rise of cloud computing systems.
Proceedings of the SOSP History Day 2015, Monterey, California, USA, October 4, 2015, 2015

2014
The Beckman Report on Database Research.
SIGMOD Record, 2014

2013
Spanner: Google's Globally Distributed Database.
ACM Trans. Comput. Syst., 2013

Efficient Estimation of Word Representations in Vector Space
CoRR, 2013

Zero-Shot Learning by Convex Combination of Semantic Embeddings.
CoRR, 2013

Distributed Representations of Words and Phrases and their Compositionality.
CoRR, 2013

Using Web Co-occurrence Statistics for Improving Image Categorization.
CoRR, 2013

The tail at scale.
Commun. ACM, 2013

Distributed Representations of Words and Phrases and their Compositionality.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

DeViSE: A Deep Visual-Semantic Embedding Model.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

On rectified linear units for speech processing.
Proceedings of the IEEE International Conference on Acoustics, 2013

Multilingual acoustic models using distributed deep neural networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Large Scale Distributed Deep Networks.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Building high-level features using large scale unsupervised learning.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
Building high-level features using large scale unsupervised learning
CoRR, 2011

2010
MapReduce: a flexible data processing tool.
Commun. ACM, 2010

Evolution and future directions of large-scale storage and computation systems at Google.
Proceedings of the 1st ACM Symposium on Cloud Computing, 2010

2009
Challenges in building large-scale information retrieval systems: invited talk.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Back-off language model compression.
Proceedings of the INTERSPEECH 2009, 2009

2008
Bigtable: A Distributed Storage System for Structured Data.
ACM Trans. Comput. Syst., 2008

MapReduce: simplified data processing on large clusters.
Commun. ACM, 2008

2007
MapReduce and Other Building Blocks for Large-Scale Distributed Systems at Google.
Proceedings of the 2007 USENIX Annual Technical Conference, 2007

Large Language Models in Machine Translation.
Proceedings of the EMNLP-CoNLL 2007, 2007

2006
Bigtable: A Distributed Storage System for Structured Data (Awarded Best Paper!).
Proceedings of the 7th Symposium on Operating Systems Design and Implementation (OSDI '06), 2006

Experiences with MapReduce, an abstraction for large-scale computation.
Proceedings of the 15th International Conference on Parallel Architecture and Compilation Techniques (PACT 2006), 2006

LPI Linux certification - in a nutshell: a desktop quick reference: pass the LPIC-1 and LPIC-2 exams, 2nd Edition.
O'Reilly, ISBN: 978-0-596-00528-3, 2006

2004
MapReduce: Simplified Data Processing on Large Clusters.
Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI 2004), 2004

2003
Web Search for a Planet: The Google Cluster Architecture.
IEEE Micro, 2003

2001
LPI Linux certification in a nutshell - a desktop quick reference: covers exams 101 102 for LPI level 1.
O'Reilly, ISBN: 978-1-56592-748-3, 2001

2000
A comparison of techniques to find mirrored hosts on the WWW.
JASIS, 2000

A Comparison of Techniques to Find Mirrored Hosts on the WWW.
IEEE Data Eng. Bull., 2000

1999
Finding Related Pages in the World Wide Web.
Computer Networks, 1999

Control of Walking in the Stick Insect: From Behavior and Physiology to Modeling.
Auton. Robots, 1999

A Comparison of Techniques to Find Mirrored Hosts on the WWW.
Proceedings of the 1999 ACM Digital Library Workshop on Organizing Web Space (WOWS), 1999

1998
Walknet--a biologically inspired network to control six-legged walking.
Neural Networks, 1998

1997
Continuous Profiling: Where Have All the Cycles Gone?
ACM Trans. Comput. Syst., 1997

Continuous Profiling: Where Have All the Cycles Gone?
Proceedings of the Sixteenth ACM Symposium on Operating System Principles, 1997

Call Graph Construction in Object-Oriented Languages.
Proceedings of the 1997 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 1997

ProfileMe: Hardware Support for Instruction-Level Profiling on Out-of-Order Processors.
Proceedings of the Thirtieth Annual IEEE/ACM International Symposium on Microarchitecture, 1997

1996
Vortex: An Optimizing Compiler for Object-Oriented Languages.
Proceedings of the 1996 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 1996

Simplifying Neural Networks for Controlling Walking by Exploiting Physical Properties.
Proceedings of the Artificial Neural Networks, 1996

1995
A modular artificial neural net for controlling a six-legged walking system.
Biological Cybernetics, 1995

Walking: A Complex Behavior Controlled by Simple Networks.
Adaptive Behaviour, 1995

Selective Specialization for Object-Oriented Languages.
Proceedings of the ACM SIGPLAN'95 Conference on Programming Language Design and Implementation (PLDI), 1995

Profile-Guided Receiver Class Prediction.
Proceedings of the OOPSLA'95, 1995

A Framework for Selective Recompilation in the Presence of Complex Intermodule Dependencies.
Proceedings of the 17th International Conference on Software Engineering, 1995

Optimization of Object-Oriented Programs Using Static Class Hierarchy Analysis.
Proceedings of the ECOOP'95, 1995

1994
Identifying Profitable Specialization in Object-Oriented Languages.
Proceedings of the PEPM'94, 1994

Towards Better Inlining Decisions Using Inlining Trials.
LISP and Functional Programming, 1994

1992
A model of leg coordination in the stick insect, Carausim morosus.
Biological Cybernetics, 1992

A model of leg coordination in the stick insect, Carausius morosus.
Biological Cybernetics, 1992

Kinematic Model of a Stick Insect as an Example of a Six-Legged Walking System.
Adaptive Behaviour, 1992


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