Sudip Roy

According to our database, Sudip Roy authored at least 28 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Neural architecture search using property guided synthesis.

Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy

Proc. ACM Program. Lang., 2022

αNAS: Neural Architecture Search using Property Guided Synthesis.

Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy

CoRR, 2022

A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules.

Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon, Phitchaya Mangpo Phothilimthana, Sudip Roy, Azalia Mirhoseini, Eugene Brevdo, James Laudon, Yanqi Zhou

Proceedings of Machine Learning and Systems 2022, 2022

Pathways: Asynchronous Distributed Dataflow for ML.

Paul Barham, Aakanksha Chowdhery, Jeff Dean, Sanjay Ghemawat, Steven Hand, Dan Hurt, Michael Isard, Hyeontaek Lim, Ruoming Pang, Sudip Roy, Brennan Saeta, Parker Schuh, Ryan Sepassi, Laurent El Shafey, Chandramohan A. Thekkath, Yonghui Wu

Proceedings of Machine Learning and Systems 2022, 2022

2021

Equality Saturation for Tensor Graph Superoptimization.

Yichen Yang, Mangpo Phitchaya Phothilimtha, Yisu Remy Wang, Max Willsey, Sudip Roy, Jacques Pienaar

CoRR, 2021

A Learned Performance Model for Tensor Processing Units.

Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou, Charith Mendis, Sudip Roy, Amit Sabne, Mike Burrows

Proceedings of Machine Learning and Systems 2021, 2021

Equality Saturation for Tensor Graph Superoptimization.

Yichen Yang, Phitchaya Mangpo Phothilimthana, Yisu Remy Wang, Max Willsey, Sudip Roy, Jacques Pienaar

Proceedings of Machine Learning and Systems 2021, 2021

A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers.

Phitchaya Mangpo Phothilimthana, Amit Sabne, Nikhil Sarda, Karthik Srinivasa Murthy, Yanqi Zhou, Christof Angermueller, Mike Burrows, Sudip Roy, Ketan Mandke, Rezsa Farahani, Yu Emma Wang, Berkin Ilbeyi, Blake A. Hechtman, Bjarke Roune, Shen Wang, Yuanzhong Xu, Samuel J. Kaufman

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

A Single-Shot Generalized Device Placement for Large Dataflow Graphs.

Yanqi Zhou, Sudip Roy, AmirAli Abdolrashidi, Daniel Lin-Kit Wong, Peter C. Ma, Qiumin Xu, Azalia Mirhoseini, James Laudon

IEEE Micro, 2020

TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines.

Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich

Proceedings of the 2020 International Conference on Management of Data, 2020

Transferable Graph Optimizers for ML Compilers.

Yanqi Zhou, Sudip Roy, AmirAli Abdolrashidi, Daniel Wong, Peter C. Ma, Qiumin Xu, Hanxiao Liu, Mangpo Phitchaya Phothilimtha, Shen Wang, Anna Goldie, Azalia Mirhoseini, James Laudon

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

GDP: Generalized Device Placement for Dataflow Graphs.

Yanqi Zhou, Sudip Roy, AmirAli Abdolrashidi, Daniel Lin-Kit Wong, Peter C. Ma, Qiumin Xu, Ming Zhong, Hanxiao Liu, Anna Goldie, Azalia Mirhoseini, James Laudon

CoRR, 2019

Data Validation for Machine Learning.

Eric Breck, Neoklis Polyzotis, Sudip Roy, Steven Whang, Martin Zinkevich

Proceedings of Machine Learning and Systems 2019, 2019

2018

Data Lifecycle Challenges in Production Machine Learning: A Survey.

Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich

SIGMOD Rec., 2018

2017

Data Management Challenges in Production Machine Learning.

Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

TFX: A TensorFlow-Based Production-Scale Machine Learning Platform.

Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque, Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew, Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy, Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Managing Google's data lake: an overview of the Goods system.

Alon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang

IEEE Data Eng. Bull., 2016

Goods: Organizing Google's Datasets.

Alon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Lazy Transaction Execution Models.

Sudip Roy

PhD thesis, 2015

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis.

Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

PerfAugur: Robust diagnostics for performance anomalies in cloud services.

Sudip Roy, Arnd Christian König, Igor Dvorkin, Manish Kumar

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

Writes that Fall in the Forest and Make no Sound: Semantics-Based Adaptive Data Consistency.

Sudip Roy, Lucja Kot, Nate Foster, Johannes Gehrke, Hossein Hojjat, Christoph Koch

CoRR, 2014

2013

Quantum Databases.

Sudip Roy, Lucja Kot, Christoph Koch

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

Entangled queries: Enabling declarative data-driven coordination.

Nitin Gupta, Lucja Kot, Sudip Roy, Gabriel Bender, Johannes Gehrke, Christoph Koch

ACM Trans. Database Syst., 2012

2011

Entangled Transactions.

Nitin Gupta, Milos Nikolic, Sudip Roy, Gabriel Bender, Lucja Kot, Johannes Gehrke, Christoph Koch

Proc. VLDB Endow., 2011

Coordination through querying in the youtopia system.

Nitin Gupta, Lucja Kot, Gabriel Bender, Sudip Roy, Johannes Gehrke, Christoph Koch

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010

Beyond isolation: research opportunities in declarative data-driven coordination.

Lucja Kot, Nitin Gupta, Sudip Roy, Johannes Gehrke, Christoph Koch

SIGMOD Rec., 2010

2008

A layout-aware physical design method for constructing feasible QCA circuits.

Mayur Bubna, Sudip Roy, Naresh Shenoy, Subhra Mazumdar

Proceedings of the 18th ACM Great Lakes Symposium on VLSI 2008, 2008