A layout-aware physical design method for constructing feasible QCA circuits. - Mayur Bubna; Sudip Roy 002; Naresh Shenoy; Subhra Mazumdar 002 (ACM Great Lakes Symposium on VLSI, 2008)

Beyond isolation: research opportunities in declarative data-driven coordination. - Lucja Kot; Nitin Gupta 003; Sudip Roy 002; Johannes Gehrke; Christoph Koch 001 (SIGMOD Rec., 2010)

Coordination through querying in the youtopia system. - Nitin Gupta 003; Lucja Kot; Gabriel Bender; Sudip Roy 002; Johannes Gehrke; Christoph Koch 001 (SIGMOD Conference, 2011)

Entangled Transactions. - Nitin Gupta 003; Milos Nikolic 001; Sudip Roy 002; Gabriel Bender; Lucja Kot; Johannes Gehrke; Christoph Koch 001 (Proc. VLDB Endow., 2011)

Entangled queries: Enabling declarative data-driven coordination. - Nitin Gupta 003; Lucja Kot; Sudip Roy 002; Gabriel Bender; Johannes Gehrke; Christoph Koch 001 (ACM Trans. Database Syst., 2012)

Quantum Databases. - Sudip Roy 002; Lucja Kot; Christoph Koch 001 (CIDR, 2013)

Writes that Fall in the Forest and Make no Sound: Semantics-Based Adaptive Data Consistency. - Sudip Roy 002; Lucja Kot; Nate Foster; Johannes Gehrke; Hossein Hojjat; Christoph Koch 001 (CoRR, 2014)

PerfAugur: Robust diagnostics for performance anomalies in cloud services. - Sudip Roy 002; Arnd Christian König; Igor Dvorkin; Manish Kumar (ICDE, 2015)

The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis. - Sudip Roy 002; Lucja Kot; Gabriel Bender; Bailu Ding; Hossein Hojjat; Christoph Koch 001; Nate Foster; Johannes Gehrke (SIGMOD Conference, 2015)

Lazy Transaction Execution Models. - Sudip Roy 002 (2015)

Goods: Organizing Google's Datasets. - Alon Y. Halevy; Flip Korn; Natalya Fridman Noy; Christopher Olston; Neoklis Polyzotis; Sudip Roy 002; Steven Euijong Whang (SIGMOD Conference, 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 002; Steven Euijong Whang (IEEE Data Eng. Bull., 2016)

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 001; Chiu Yuen Koo; Lukasz Lew; et al. (KDD, 2017)

Data Management Challenges in Production Machine Learning. - Neoklis Polyzotis; Sudip Roy 002; Steven Euijong Whang; Martin Zinkevich (SIGMOD Conference, 2017)

Data Lifecycle Challenges in Production Machine Learning: A Survey. - Neoklis Polyzotis; Sudip Roy 002; Steven Euijong Whang; Martin Zinkevich (SIGMOD Rec., 2018)

Data Validation for Machine Learning. - Eric Breck; Neoklis Polyzotis; Sudip Roy 002; Steven Whang 001; Martin Zinkevich (SysML, 2019)

GDP: Generalized Device Placement for Dataflow Graphs. - Yanqi Zhou; Sudip Roy 002; AmirAli Abdolrashidi; Daniel Lin-Kit Wong; Peter C. Ma; Qiumin Xu; Ming Zhong; Hanxiao Liu; Anna Goldie; Azalia Mirhoseini; James Laudon (CoRR, 2019)

Transferable Graph Optimizers for ML Compilers. - Yanqi Zhou; Sudip Roy 002; AmirAli Abdolrashidi; Daniel Wong 001; Peter C. Ma; Qiumin Xu; Hanxiao Liu; Mangpo Phitchaya Phothilimtha; Shen Wang; Anna Goldie; Azalia Mirhoseini; James Laudon (NeurIPS, 2020)

TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. - Emily Caveness; Paul Suganthan G. C.; Zhuo Peng; Neoklis Polyzotis; Sudip Roy 002; Martin Zinkevich (SIGMOD Conference, 2020)

A Single-Shot Generalized Device Placement for Large Dataflow Graphs. - Yanqi Zhou; Sudip Roy 002; AmirAli Abdolrashidi; Daniel Lin-Kit Wong; Peter C. Ma; Qiumin Xu; Azalia Mirhoseini; James Laudon (IEEE Micro, 2020)

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 002; Ketan Mandke; Rezsa Farahani; Yu Emma Wang; Berkin Ilbeyi; et al. (PACT, 2021)

Equality Saturation for Tensor Graph Superoptimization. - Yichen Yang 008; Phitchaya Mangpo Phothilimthana; Yisu Remy Wang; Max Willsey; Sudip Roy 002; Jacques Pienaar (MLSys, 2021)

A Learned Performance Model for Tensor Processing Units. - Samuel J. Kaufman; Phitchaya Mangpo Phothilimthana; Yanqi Zhou; Charith Mendis; Sudip Roy 002; Amit Sabne; Mike Burrows (MLSys, 2021)

Equality Saturation for Tensor Graph Superoptimization. - Yichen Yang 008; Mangpo Phitchaya Phothilimtha; Yisu Remy Wang; Max Willsey; Sudip Roy 002; Jacques Pienaar (CoRR, 2021)

Pathways: Asynchronous Distributed Dataflow for ML. - Paul Barham 001; Aakanksha Chowdhery; Jeff Dean; Sanjay Ghemawat; Steven Hand 001; Dan Hurt; Michael Isard; Hyeontaek Lim; Ruoming Pang; Sudip Roy 002; Brennan Saeta; Parker Schuh; et al. (MLSys, 2022)

A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules. - Xinfeng Xie; Prakash Prabhu; Ulysse Beaugnon; Phitchaya Mangpo Phothilimthana; Sudip Roy 002; Azalia Mirhoseini; Eugene Brevdo; James Laudon; Yanqi Zhou (MLSys, 2022)

αNAS: Neural Architecture Search using Property Guided Synthesis. - Charles Jin; Phitchaya Mangpo Phothilimthana; Sudip Roy 002 (CoRR, 2022)

Neural architecture search using property guided synthesis. - Charles Jin; Phitchaya Mangpo Phothilimthana; Sudip Roy 002 (Proc. ACM Program. Lang., 2022)