First Workshop Connecting Academia and Industry on Modern Integrated Database and AI Systems (MIDAS) - Avrilia Floratou; Jignesh M. Patel; Subru Krishnan (Companion of the 2025 International Conference on Management of Data, SIGMOD/PODS 2025, Berlin, Germany, June 22-27, 2025, 2025)

LST-Bench: Benchmarking Log-Structured Tables in the Cloud - Jesús Camacho-Rodríguez; Ashvin Agrawal; Anja Gruenheid; Ashit Gosalia; Cristian Petculescu; Josep Aguilar-Saborit; Avrilia Floratou; Carlo Curino; Raghu Ramakrishnan (Proc. ACM Manag. Data, 2024)

ReAcTable: Enhancing ReAct for Table Question Answering - Yunjia Zhang; Jordan Henkel; Avrilia Floratou; Joyce Cahoon; Shaleen Deep; Jignesh M. Patel (Proc. VLDB Endow., 2024)

Rapidash: Efficient Detection of Constraint Violations - Zifan Liu; Shaleen Deep; Anna Fariha; Fotis Psallidas; Ashish Tiwari; Avrilia Floratou (Proc. VLDB Endow., 2024)

Sphinteract: Resolving Ambiguities in NL2SQL Through User Interaction - Fuheng Zhao; Shaleen Deep; Fotis Psallidas; Avrilia Floratou; Divy Agrawal; Amr El Abbadi (Proc. VLDB Endow., 2024)

Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report - Sihem Amer-Yahia; Divyakant Agrawal; Yael Amsterdamer; Sourav S. Bhowmick; Renata Borovica-Gajic; Jesús Camacho-Rodríguez; Jinli Cao; Barbara Catania; Panos K. Chrysanthis; Carlo Curino; Amr El Abbadi; Avrilia Floratou; et al. (SIGMOD Rec., 2024)

NL2SQL is a solved problem... Not! - Avrilia Floratou; Fotis Psallidas; Fuheng Zhao; Shaleen Deep; Gunther Hagleither; Wangda Tan; Joyce Cahoon; Rana Alotaibi; Jordan Henkel; Abhik Singla; Alex Van Grootel; Brandon Chow; et al. (14th Conference on Innovative Data Systems Research, CIDR 2024, Chaminade, HI, USA, January 14-17, 2024, 2024)

PyFroid: Scaling Data Analysis on a Commodity Workstation - K. Venkatesh Emani; Avrilia Floratou; Carlo Curino (Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28, 2024)

PACMMOD V1 N2 Editorial - Divyakant Agrawal; Sihem Amer-Yahia; K. Selçuk Candan; Avrilia Floratou; Hakan Hacigümüs (Proc. ACM Manag. Data, 2023)

Exploiting Structure in Regular Expression Queries - Ling Zhang; Shaleen Deep; Avrilia Floratou; Anja Gruenheid; Jignesh M. Patel; Yiwen Zhu (Proc. ACM Manag. Data, 2023)

OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs - Fotis Psallidas; Ashvin Agrawal; Chandru Sugunan; Khaled Ibrahim; Konstantinos Karanasos; Jesús Camacho-Rodríguez; Avrilia Floratou; Carlo Curino; Raghu Ramakrishnan (Proc. VLDB Endow., 2023)

Will LLMs reshape, supercharge, or kill data science? - Alon Y. Halevy; Yejin Choi; Avrilia Floratou; Michael J. Franklin; Natasha F. Noy; Haixun Wang (Proc. VLDB Endow., 2023)

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report - Sihem Amer-Yahia; Divyakant Agrawal; Yael Amsterdamer; Sourav S. Bhowmick; Angela Bonifati; Renata Borovica-Gajic; Jesús Camacho-Rodríguez; Barbara Catania; Panos K. Chrysanthis; Carlo Curino; Jérôme Darmont; Gillian Dobbie; et al. (SIGMOD Rec., 2023)

Schema Matching using Pre-Trained Language Models - Yunjia Zhang; Avrilia Floratou; Joyce Cahoon; Subru Krishnan; Andreas C. Müller; Dalitso Banda; Fotis Psallidas; Jignesh M. Patel (39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, 2023)

Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts - Fotis Psallidas; Megan Eileen Leszczynski; Mohammad Hossein Namaki; Avrilia Floratou; Ashvin Agrawal; Konstantinos Karanasos; Subru Krishnan; Pavle Subotic; Markus Weimer; Yinghui Wu; Yiwen Zhu (Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023, 2023)

PolySem: Efficient Polyglot Analytics on Semantic Data - Xinyu Liu; K. Venkatesh Emani; Avrilia Floratou; Joyce Cahoon; Philip Seamark; Carlo Curino (Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023, 2023)

LST-Bench: Benchmarking Log-Structured Tables in the Cloud - Jesús Camacho-Rodríguez; Ashvin Agrawal; Anja Gruenheid; Ashit Gosalia; Cristian Petculescu; Josep Aguilar-Saborit; Avrilia Floratou; Carlo Curino; Raghu Ramakrishnan (CoRR, 2023)

From Words to Code: Harnessing Data for Program Synthesis from Natural Language - Anirudh Khatry; Joyce Cahoon; Jordan Henkel; Shaleen Deep; K. Venkatesh Emani; Avrilia Floratou; Sumit Gulwani; Vu Le; Mohammad Raza; Sherry Shi; Mukul Singh; Ashish Tiwari (CoRR, 2023)

Rapidash: Efficient Constraint Discovery via Rapid Verification - Zifan Liu; Shaleen Deep; Anna Fariha; Fotis Psallidas; Ashish Tiwari; Avrilia Floratou (CoRR, 2023)

ReAcTable: Enhancing ReAct for Table Question Answering - Yunjia Zhang; Jordan Henkel; Avrilia Floratou; Joyce Cahoon; Shaleen Deep; Jignesh M. Patel (CoRR, 2023)

Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines - Fotis Psallidas; Yiwen Zhu; Bojan Karlas; Jordan Henkel; Matteo Interlandi; Subru Krishnan; Brian Kroth; K. Venkatesh Emani; Wentao Wu; Ce Zhang; Markus Weimer; Avrilia Floratou; et al. (SIGMOD Rec., 2022)

Diversity and Inclusion Activities in Database Conferences: A 2021 Report - Sihem Amer-Yahia; Yael Amsterdamer; Sourav S. Bhowmick; Angela Bonifati; Philippe Bonnet; Renata Borovica-Gajic; Barbara Catania; Tania Cerquitelli; Silvia Chiusano; Panos K. Chrysanthis; Carlo Curino; Jérôme Darmont; et al. (SIGMOD Rec., 2022)

OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Logs - Fotis Psallidas; Ashvin Agrawal; Chandru Sugunan; Khaled Ibrahim; Konstantinos Karanasos; Jesús Camacho-Rodríguez; Avrilia Floratou; Carlo Curino; Raghu Ramakrishnan (CoRR, 2022)

Cloudy with high chance of DBMS: a 10-year prediction for Enterprise-Grade ML - Ashvin Agrawal; Rony Chatterjee; Carlo Curino; Avrilia Floratou; Neha Godwal; Matteo Interlandi; Alekh Jindal; Konstantinos Karanasos; Subru Krishnan; Brian Kroth; Jyoti Leeka; Kwanghyun Park; et al. (10th Conference on Innovative Data Systems Research, CIDR 2020, Amsterdam, The Netherlands, January 12-15, 2020, Online Proceedings, 2020)

Vamsa: Automated Provenance Tracking in Data Science Scripts - Mohammad Hossein Namaki; Avrilia Floratou; Fotis Psallidas; Subru Krishnan; Ashvin Agrawal; Yinghui Wu; Yiwen Zhu; Markus Weimer (KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020, 2020)

Spur: Mitigating Slow Instances in Large-Scale Streaming Pipelines - Ke Wang; Avrilia Floratou; Ashvin Agrawal; Daniel Musgrave (Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020, 2020)

Vamsa: Tracking Provenance in Data Science Scripts - Mohammad Hossein Namaki; Avrilia Floratou; Fotis Psallidas; Subru Krishnan; Ashvin Agrawal; Yinghui Wu (CoRR, 2020)

General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL Thrones - Evdokia Kassela; Nikodimos Provatas; Ioannis Konstantinou; Avrilia Floratou; Nectarios Koziris (2019 IEEE International Conference on Big Data (IEEE BigData), Los Angeles, CA, USA, December 9-12, 2019, 2019)

Columnar Storage Formats - Avrilia Floratou (Encyclopedia of Big Data Technologies, 2019)

Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML - Ashvin Agrawal; Rony Chatterjee; Carlo Curino; Avrilia Floratou; Neha Godwal; Matteo Interlandi; Alekh Jindal; Konstantinos Karanasos; Subru Krishnan; Brian Kroth; Jyoti Leeka; Kwanghyun Park; et al. (CoRR, 2019)

Data Science through the looking glass and what we found there - Fotis Psallidas; Yiwen Zhu; Bojan Karlas; Matteo Interlandi; Avrilia Floratou; Konstantinos Karanasos; Wentao Wu; Ce Zhang; Subru Krishnan; Carlo Curino; Markus Weimer (CoRR, 2019)

Dhalion in Action: Automatic Management of Streaming Applications - Ashvin Agrawal; Avrilia Floratou (Proc. VLDB Endow., 2018)

Netco: Cache and I/O Management for Analytics over Disaggregated Stores - Virajith Jalaparti; Chris Douglas; Mainak Ghosh; Ashvin Agrawal; Avrilia Floratou; Srikanth Kandula; Ishai Menache; Joseph (Seffi) Naor; Sriram Rao (Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018, 2018)

Distributed File Systems - Umar Farooq Minhas; Avrilia Floratou (Encyclopedia of Database Systems, Second Edition, 2018)

Dhalion: Self-Regulating Stream Processing in Heron - Avrilia Floratou; Ashvin Agrawal; Bill Graham; Sriram Rao; Karthik Ramasamy (Proc. VLDB Endow., 2017)

Self-Regulating Streaming Systems: Challenges and Opportunities - Avrilia Floratou; Ashvin Agrawal (Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, BIRTE, Munich, Germany, August 28, 2017, 2017)

No data left behind: real-time insights from a complex data ecosystem - Manos Karpathiotakis; Avrilia Floratou; Fatma Özcan; Anastasia Ailamaki (Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, September 24-27, 2017, 2017)

Twitter Heron: Towards Extensible Streaming Engines - Maosong Fu; Ashvin Agrawal; Avrilia Floratou; Bill Graham; Andrew Jorgensen; Mark Li; Neng Lu; Karthik Ramasamy; Sriram Rao; Cong Wang (33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017, 2017)

ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores - Diptikalyan Saha; Avrilia Floratou; Karthik Sankaranarayanan; Umar Farooq Minhas; Ashish R. Mittal; Fatma Özcan (Proc. VLDB Endow., 2016)

Adaptive Caching in Big SQL using the HDFS Cache - Avrilia Floratou; Nimrod Megiddo; Navneet Potti; Fatma Özcan; Uday Kale; Jan Schmitz-Hermes (Proceedings of the Seventh ACM Symposium on Cloud Computing, Santa Clara, CA, USA, October 5-7, 2016, 2016)

Replica Placement in Multi-tenant Database Environments - Avrilia Floratou; Jignesh M. Patel (2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27 - July 2, 2015, 2015)

Towards Systematic Data Center Design - Avrilia Floratou (Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings, 2015)

Towards Building Wind Tunnels for Data Center Design - Avrilia Floratou; Frank Bertsch; Jignesh M. Patel; Georgios Laskaris (Proc. VLDB Endow., 2014)

SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures - Avrilia Floratou; Umar Farooq Minhas; Fatma Özcan (Proc. VLDB Endow., 2014)

Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC? - Avrilia Floratou; Fatma Özcan; Berni Schiefer (Big Data Benchmarking - 5th International Workshop, WBDB 2014, Potsdam, Germany, August 5-6, 2014, Revised Selected Papers, 2014)

Can the Elephants Handle the NoSQL Onslaught? - Avrilia Floratou; Nikhil Teletia; David J. DeWitt; Jignesh M. Patel; Donghui Zhang (Proc. VLDB Endow., 2012)

Can the Elephants Handle the NoSQL Onslaught? - Avrilia Floratou; Nikhil Teletia; David J. DeWitt; Jignesh M. Patel; Donghui Zhang (CoRR, 2012)

Column-Oriented Storage Techniques for MapReduce - Avrilia Floratou; Jignesh M. Patel; Eugene J. Shekita; Sandeep Tata (Proc. VLDB Endow., 2011)

Efficient and Accurate Discovery of Patterns in Sequence Data Sets - Avrilia Floratou; Sandeep Tata; Jignesh M. Patel (IEEE Trans. Knowl. Data Eng., 2011)

When Free Is Not Really Free: What Does It Cost to Run a Database Workload in the Cloud? - Avrilia Floratou; Jignesh M. Patel; Willis Lang; Alan Halverson (Topics in Performance Evaluation, Measurement and Characterization - Third TPC Technology Conference, TPCTC 2011, Seattle, WA, USA, August 29-September 3, 2011, Revised Selected Papers, 2011)

Column-Oriented Storage Techniques for MapReduce - Avrilia Floratou; Jignesh M. Patel; Eugene J. Shekita; Sandeep Tata (CoRR, 2011)

Efficient and accurate discovery of patterns in sequence datasets - Avrilia Floratou; Sandeep Tata; Jignesh M. Patel (Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA, 2010)