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Sudip Roy 0002
Person information
- affiliation: Google
- affiliation: Cornell University
Other persons with the same name
- Sudip Roy 0001
— CoDA Laboratory and CoEDMM, Indian Institute of Technology (IIT) Roorkee, Roorkee, India (and 2 more)
- Sudip Roy 0003 — Prescience Insilico Private Limited, Bangalore, India
- Sudip Roy 0004 — Kalyani Government Engineering College, India
- Sudip Roy 0005 — Indian Institute of Technology Roorkee, Uttarakhand, India
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2020 – today
- 2022
- [j7]Charles Jin
Neural architecture search using property guided synthesis. Proc. ACM Program. Lang. 6(OOPSLA2): 1150-1179 (2022) - [c17]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:
Pathways: Asynchronous Distributed Dataflow for ML. MLSys 2022 - [c16]Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon, Phitchaya Mangpo Phothilimthana, Sudip Roy, Azalia Mirhoseini, Eugene Brevdo, James Laudon, Yanqi Zhou:
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules. MLSys 2022 - [i7]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:
Pathways: Asynchronous Distributed Dataflow for ML. CoRR abs/2203.12533 (2022) - [i6]Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy:
αNAS: Neural Architecture Search using Property Guided Synthesis. CoRR abs/2205.03960 (2022) - 2021
- [c15]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:
A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers. PACT 2021: 1-16 - [c14]Yichen Yang, Phitchaya Mangpo Phothilimthana, Yisu Remy Wang, Max Willsey, Sudip Roy, Jacques Pienaar:
Equality Saturation for Tensor Graph Superoptimization. MLSys 2021 - [c13]Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou, Charith Mendis, Sudip Roy, Amit Sabne, Mike Burrows:
A Learned Performance Model for Tensor Processing Units. MLSys 2021 - [i5]Yichen Yang, Mangpo Phitchaya Phothilimtha, Yisu Remy Wang, Max Willsey, Sudip Roy, Jacques Pienaar:
Equality Saturation for Tensor Graph Superoptimization. CoRR abs/2101.01332 (2021) - [i4]Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon, Phitchaya Mangpo Phothilimthana, Sudip Roy, Azalia Mirhoseini, Eugene Brevdo, James Laudon, Yanqi Zhou:
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules. CoRR abs/2112.04041 (2021) - 2020
- [j6]Yanqi Zhou, Sudip Roy, AmirAli Abdolrashidi, Daniel Lin-Kit Wong, Peter C. Ma, Qiumin Xu, Azalia Mirhoseini, James Laudon:
A Single-Shot Generalized Device Placement for Large Dataflow Graphs. IEEE Micro 40(5): 26-36 (2020) - [c12]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:
Transferable Graph Optimizers for ML Compilers. NeurIPS 2020 - [c11]Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich:
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. SIGMOD Conference 2020: 2793-2796 - [i3]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:
Transferable Graph Optimizers for ML Compilers. CoRR abs/2010.12438 (2020)
2010 – 2019
- 2019
- [c10]Eric Breck, Neoklis Polyzotis, Sudip Roy, Steven Whang, Martin Zinkevich:
Data Validation for Machine Learning. SysML 2019 - [i2]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:
GDP: Generalized Device Placement for Dataflow Graphs. CoRR abs/1910.01578 (2019) - 2018
- [j5]Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich:
Data Lifecycle Challenges in Production Machine Learning: A Survey. SIGMOD Rec. 47(2): 17-28 (2018) - 2017
- [c9]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:
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. KDD 2017: 1387-1395 - [c8]Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, Martin Zinkevich:
Data Management Challenges in Production Machine Learning. SIGMOD Conference 2017: 1723-1726 - 2016
- [j4]Alon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang:
Managing Google's data lake: an overview of the Goods system. IEEE Data Eng. Bull. 39(3): 5-14 (2016) - [c7]Alon Y. Halevy, Flip Korn, Natalya Fridman Noy, Christopher Olston, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang:
Goods: Organizing Google's Datasets. SIGMOD Conference 2016: 795-806 - 2015
- [b1]Sudip Roy:
Lazy Transaction Execution Models. Cornell University, USA, 2015 - [c6]Sudip Roy, Arnd Christian König, Igor Dvorkin, Manish Kumar:
PerfAugur: Robust diagnostics for performance anomalies in cloud services. ICDE 2015: 1167-1178 - [c5]Sudip Roy, Lucja Kot, Gabriel Bender, Bailu Ding, Hossein Hojjat, Christoph Koch, Nate Foster, Johannes Gehrke:
The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis. SIGMOD Conference 2015: 1311-1326 - 2014
- [i1]Sudip Roy, Lucja Kot, Nate Foster, Johannes Gehrke, Hossein Hojjat, Christoph Koch:
Writes that Fall in the Forest and Make no Sound: Semantics-Based Adaptive Data Consistency. CoRR abs/1403.2307 (2014) - 2013
- [c4]Sudip Roy, Lucja Kot, Christoph Koch:
Quantum Databases. CIDR 2013 - 2012
- [j3]Nitin Gupta, Lucja Kot, Sudip Roy, Gabriel Bender, Johannes Gehrke, Christoph Koch:
Entangled queries: Enabling declarative data-driven coordination. ACM Trans. Database Syst. 37(3): 21:1-21:34 (2012) - 2011
- [j2]Nitin Gupta, Milos Nikolic, Sudip Roy, Gabriel Bender, Lucja Kot, Johannes Gehrke, Christoph Koch:
Entangled Transactions. Proc. VLDB Endow. 4(11): 887-898 (2011) - [c3]Nitin Gupta, Lucja Kot, Sudip Roy, Gabriel Bender, Johannes Gehrke, Christoph Koch:
Entangled queries: enabling declarative data-driven coordination. SIGMOD Conference 2011: 673-684 - [c2]Nitin Gupta, Lucja Kot, Gabriel Bender, Sudip Roy, Johannes Gehrke, Christoph Koch:
Coordination through querying in the youtopia system. SIGMOD Conference 2011: 1331-1334 - 2010
- [j1]Lucja Kot, Nitin Gupta, Sudip Roy, Johannes Gehrke, Christoph Koch:
Beyond isolation: research opportunities in declarative data-driven coordination. SIGMOD Rec. 39(1): 27-32 (2010)
2000 – 2009
- 2008
- [c1]Mayur Bubna, Sudip Roy, Naresh Shenoy, Subhra Mazumdar:
A layout-aware physical design method for constructing feasible QCA circuits. ACM Great Lakes Symposium on VLSI 2008: 243-248
Coauthor Index
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