Venkatesh Emani

PolySem: Efficient Polyglot Analytics on Semantic Data

Xinyu Liu, Venkatesh Emani, Avrilia Floratou, Joyce Cahoon, Philip Seamark, Carlo Curino

Poly'23: Polystore systems for heterogeneous data in multiple databases with privacy and security assurances | August 2023

Publication

PyFroid: Scaling Data Analysis on a Commodity Workstation

Venkatesh Emani, Avrilia Floratou, Carlo Curino

EDBT 2024 | August 2023

Publication

From Words to Code: Harnessing Data for Program Synthesis from Natural Language

Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari

May 2023

Publication

Data Science Through the Looking Glass

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | June 2022, Vol 51(2): pp. 30-37

Publication DOI

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | March 2022

Publication

Magpie: Python at Speed and Scale using Cloud Backends

Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel

Conference on Innovative Data Systems Research (CIDR 2021) | February 2021

Publication Video Video

Optimization of Data Access from Imperative Programs using Static Analysis

Venkatesh Emani

May 2019

PhD Thesis: IIT Bombay | May 2019

ACM India Doctoral Dissertation Award 2020 (Honorable Mention), IIT Bombay Excellence in Ph.D. Research Award 2019

Publication

Cobra: A Framework for Cost Based Rewriting of Database Applications

Venkatesh Emani, S. Sudarshan

ICDE | April 2018

Publication

Test Data Generation for Database Applications

Pooja Agrawal, Bikash Chandra, Venkatesh Emani, Neha Garg, S. Sudarshan

ICDE (Demo) | April 2018

Publication

Froid: Optimization of Imperative Programs in a Relational Database

Karthik Ramachandra, Kwanghyun Park, K. Venkatesh Emani, Alan Halverson, Cesar Galindo-Legaria, Conor Cunningham

Proceedings of VLDB | December 2017, Vol 11(4)

Publication Video Project

DBridge: Translating Imperative Code to SQL

Venkatesh Emani, Tejas Deshpande, Karthik Ramachandra, S. Sudarshan

SIGMOD (Demo) | June 2017

Publication

Extracting Equivalent SQL from Imperative Code in Database Applications

Venkatesh Emani, Karthik Ramachandra, Subhro Bhattacharya, S. Sudarshan

SIGMOD | June 2016

Publication

From Words to Code: Harnessing Data for Program Synthesis from Natural Language

Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari

May 2023

Publication

Data Science Through the Looking Glass

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | June 2022, Vol 51(2): pp. 30-37

Publication DOI

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | March 2022

Publication

PolySem: Efficient Polyglot Analytics on Semantic Data

Xinyu Liu, Venkatesh Emani, Avrilia Floratou, Joyce Cahoon, Philip Seamark, Carlo Curino

Poly'23: Polystore systems for heterogeneous data in multiple databases with privacy and security assurances | August 2023

Publication

PyFroid: Scaling Data Analysis on a Commodity Workstation

Venkatesh Emani, Avrilia Floratou, Carlo Curino

EDBT 2024 | August 2023

Publication

From Words to Code: Harnessing Data for Program Synthesis from Natural Language

Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari

May 2023

Publication

Data Science Through the Looking Glass

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | June 2022, Vol 51(2): pp. 30-37

Publication DOI

Magpie: Python at Speed and Scale using Cloud Backends

Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel

Conference on Innovative Data Systems Research (CIDR 2021) | February 2021

Publication Video Video

Optimization of Data Access from Imperative Programs using Static Analysis

Venkatesh Emani

May 2019

PhD Thesis: IIT Bombay | May 2019

ACM India Doctoral Dissertation Award 2020 (Honorable Mention), IIT Bombay Excellence in Ph.D. Research Award 2019

Publication

Test Data Generation for Database Applications

Pooja Agrawal, Bikash Chandra, Venkatesh Emani, Neha Garg, S. Sudarshan

ICDE (Demo) | April 2018

Publication

Cobra: A Framework for Cost Based Rewriting of Database Applications

Venkatesh Emani, S. Sudarshan

ICDE | April 2018

Publication

DBridge: Translating Imperative Code to SQL

Venkatesh Emani, Tejas Deshpande, Karthik Ramachandra, S. Sudarshan

SIGMOD (Demo) | June 2017

Publication

Extracting Equivalent SQL from Imperative Code in Database Applications

Venkatesh Emani, Karthik Ramachandra, Subhro Bhattacharya, S. Sudarshan

SIGMOD | June 2016

Publication

PolySem: Efficient Polyglot Analytics on Semantic Data

Xinyu Liu, Venkatesh Emani, Avrilia Floratou, Joyce Cahoon, Philip Seamark, Carlo Curino

Poly'23: Polystore systems for heterogeneous data in multiple databases with privacy and security assurances | August 2023

Publication

PyFroid: Scaling Data Analysis on a Commodity Workstation

Venkatesh Emani, Avrilia Floratou, Carlo Curino

EDBT 2024 | August 2023

Publication

Data Science Through the Looking Glass

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | June 2022, Vol 51(2): pp. 30-37

Publication DOI

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | March 2022

Publication

Magpie: Python at Speed and Scale using Cloud Backends

Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel

Conference on Innovative Data Systems Research (CIDR 2021) | February 2021

Publication Video Video

Optimization of Data Access from Imperative Programs using Static Analysis

Venkatesh Emani

May 2019

PhD Thesis: IIT Bombay | May 2019

ACM India Doctoral Dissertation Award 2020 (Honorable Mention), IIT Bombay Excellence in Ph.D. Research Award 2019

Publication

Test Data Generation for Database Applications

Pooja Agrawal, Bikash Chandra, Venkatesh Emani, Neha Garg, S. Sudarshan

ICDE (Demo) | April 2018

Publication

Cobra: A Framework for Cost Based Rewriting of Database Applications

Venkatesh Emani, S. Sudarshan

ICDE | April 2018

Publication

Froid: Optimization of Imperative Programs in a Relational Database

Karthik Ramachandra, Kwanghyun Park, K. Venkatesh Emani, Alan Halverson, Cesar Galindo-Legaria, Conor Cunningham

Proceedings of VLDB | December 2017, Vol 11(4)

Publication Video Project

DBridge: Translating Imperative Code to SQL

Venkatesh Emani, Tejas Deshpande, Karthik Ramachandra, S. Sudarshan

SIGMOD (Demo) | June 2017

Publication

Extracting Equivalent SQL from Imperative Code in Database Applications

Venkatesh Emani, Karthik Ramachandra, Subhro Bhattacharya, S. Sudarshan

SIGMOD | June 2016

Publication

From Words to Code: Harnessing Data for Program Synthesis from Natural Language

Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari

May 2023

Publication

PolySem: Efficient Polyglot Analytics on Semantic Data

Xinyu Liu, Venkatesh Emani, Avrilia Floratou, Joyce Cahoon, Philip Seamark, Carlo Curino

Poly'23: Polystore systems for heterogeneous data in multiple databases with privacy and security assurances | August 2023

Publication

PyFroid: Scaling Data Analysis on a Commodity Workstation

Venkatesh Emani, Avrilia Floratou, Carlo Curino

EDBT 2024 | August 2023

Publication

Magpie: Python at Speed and Scale using Cloud Backends

Alekh Jindal, Venkatesh Emani, Maureen Daum, Olga Poppe, Brandon Haynes, Anna Pavlenko, Ayushi Gupta, Karthik Ramachandra, Carlo Curino, Andreas C. Müller, Wentao Wu, Hiren Patel

Conference on Innovative Data Systems Research (CIDR 2021) | February 2021

Publication Video Video

Test Data Generation for Database Applications

Pooja Agrawal, Bikash Chandra, Venkatesh Emani, Neha Garg, S. Sudarshan

ICDE (Demo) | April 2018

Publication

Cobra: A Framework for Cost Based Rewriting of Database Applications

Venkatesh Emani, S. Sudarshan

ICDE | April 2018

Publication

DBridge: Translating Imperative Code to SQL

Venkatesh Emani, Tejas Deshpande, Karthik Ramachandra, S. Sudarshan

SIGMOD (Demo) | June 2017

Publication

Extracting Equivalent SQL from Imperative Code in Database Applications

Venkatesh Emani, Karthik Ramachandra, Subhro Bhattacharya, S. Sudarshan

SIGMOD | June 2016

Publication

Data Science Through the Looking Glass

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | June 2022, Vol 51(2): pp. 30-37

Publication DOI

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines

Fotis Psallidas, Yiwen Zhu, Bojan Karlaš, Jordan Henkel, Matteo Interlandi, Subru Krishnan, Brian Kroth, Venkatesh Emani, Wentao Wu, Ce Zhang, Markus Weimer, Avrilia Floratou, Carlo Curino, Konstantinos Karanasos

SIGMOD Record | March 2022

Publication

Froid: Optimization of Imperative Programs in a Relational Database

Karthik Ramachandra, Kwanghyun Park, K. Venkatesh Emani, Alan Halverson, Cesar Galindo-Legaria, Conor Cunningham

Proceedings of VLDB | December 2017, Vol 11(4)

Publication Video Project

Optimization of Data Access from Imperative Programs using Static Analysis

Venkatesh Emani

May 2019

PhD Thesis: IIT Bombay | May 2019

ACM India Doctoral Dissertation Award 2020 (Honorable Mention), IIT Bombay Excellence in Ph.D. Research Award 2019

Publication