Avrilia Floratou

Principal Scientist Manager

Papiers de Collaboration

Afficher par:

- 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
  
  ACM SIGMOD | June 2024
  
  Publication PDF DOI
- 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
- 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 Subotić, Markus Weimer, Yinghui Wu, Yiwen Zhu
  
  ACM SIGMOD | July 2023
  
  Publication
- Exploiting Structure in Regular Expression Queries
  
  Ling Zhang, Shaleen Deep, Avrilia Floratou, Anja Gruenheid, Jignesh M. Patel, Yiwen Zhu
  
  ACM SIGMOD | July 2023
  
  Publication
- 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
  
  ICDE | January 2023
  
  Publication
- 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, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Liat Peterfreund, Fatma Özcan, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
  
  SIGMOD Record | November 2022
  
  Publication
- 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
- Vamsa: Automated Provenance Tracking in Data Science Scripts
  
  Mohammad Hossein Namaki, Avrilia Floratou, Fotis Psallidas, Subru Krishnan, Ashvin Agrawal, Yiwen Zhu, Markus Weimer, Yinghui Wu
  
  KDD | August 2020
  
  Publication
- 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, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu
  
  Conference on Innovative Data Systems Research (CIDR) | January 2020
  
  PDF
- Dhalion in action: automatic management of streaming applications
  
  Avrilia Floratou, Ashvin Agrawal
  
  Proceedings of the VLDB Endowment | August 2018, Vol 11(12)
  
  DOI PDF Publication
- Columnar Storage Formats
  
  Avrilia Floratou
  
  Encyclopedia of Big Data Technologies | Publié par Springer | 2018
  
  Publication Publication
- No data left behind: real-time insights from a complex data ecosystem
  
  Manos Karpathiotakis, Avrilia Floratou, Fatma Ozcan, Anastasia Ailamaki
  
  SOCC | September 2017
  
  Publication Publication
- Self-Regulating Streaming Systems: Challenges and Opportunities
  
  Avrilia Floratou, Ashvin Agrawal
  
  BIRTE | August 2017
  
  Publication
- Dhalion: Self-Regulating Stream Processing in Heron
  
  Avrilia Floratou, Ashvin Agrawal, Bill Graham, Sriram Rao, Karthik Ramasamy
  
  Proceedings of the VLDB Endowment | August 2017
  
  Publication Projet
- 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
  
  ICDE | May 2017
  
  Publication Publication Projet
- Adaptive Caching in Big SQL using the HDFS Cache
  
  Avrilia Floratou, Nimrod Megiddo, Navneet Potti, Fatma Özcan, Uday Kale, Jan Schmitz-Hermes
  
  ACM Symposium on Cloud Computing (ACM SOCC) | October 2016
  
  Publication Publication
- ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores
  
  Diptikalyan Saha, Avrilia Floratou (avflor), Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R Mittal, Fatma Özcan
  
  PVLDB | August 2016
  
  Publication
- Replica Placement in Multi-tenant Database Environments
  
  Avrilia Floratou, Jignesh M. Patel
  
  IEEE International Congress on Big Data (BigData Congress) | August 2015
  
  Best Paper Award
  
  Publication
- Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?
  
  Avrilia Floratou, Fatma Özcan, Berni Schiefer
  
  Workshop on Big Data Benchmarks (WBDB) | June 2014
  
  Publication
- Towards Building Wind Tunnels for Data Center Design
  
  Avrilia Floratou, Frank Bertsch, Jignesh M. Patel, Georgios Laskaris
  
  PVLDB | May 2014
  
  Publication
- SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures
  
  Avrilia Floratou, Umar Farooq Minhas, Fatma Ozcan
  
  PVLDB | April 2014
  
  Publication
- Can the Elephants Handle the NoSQL Onslaught?
  
  Avrilia Floratou, Nikhil Teletia, David J. DeWitt, Jignesh M. Patel, Donghui Zhang
  
  PVLDB | February 2012
  
  Publication
- Column-Oriented Storage Techniques for MapReduce
  
  Avrilia Floratou, Jignesh M. Patel, Eugene Shekita, Sandeep Tata
  
  PVLDB | March 2011
  
  Publication
- Efficient and Accurate Discovery of Patterns in Sequence Data Sets
  
  Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
  
  TKDE | January 2011
  
  Publication
- 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
  
  January 2011
  
  Publication
- Efficient and accurate discovery of patterns in sequence datasets
  
  Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
  
  ICDE | March 2010
  
  Publication

- 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
  
  ACM SIGMOD | June 2024
  
  Publication PDF DOI
- 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
- 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 Subotić, Markus Weimer, Yinghui Wu, Yiwen Zhu
  
  ACM SIGMOD | July 2023
  
  Publication
- Exploiting Structure in Regular Expression Queries
  
  Ling Zhang, Shaleen Deep, Avrilia Floratou, Anja Gruenheid, Jignesh M. Patel, Yiwen Zhu
  
  ACM SIGMOD | July 2023
  
  Publication
- 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
  
  ICDE | January 2023
  
  Publication
- 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, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Liat Peterfreund, Fatma Özcan, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
  
  SIGMOD Record | November 2022
  
  Publication
- 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
- Vamsa: Automated Provenance Tracking in Data Science Scripts
  
  Mohammad Hossein Namaki, Avrilia Floratou, Fotis Psallidas, Subru Krishnan, Ashvin Agrawal, Yiwen Zhu, Markus Weimer, Yinghui Wu
  
  KDD | August 2020
  
  Publication
- 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, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu
  
  Conference on Innovative Data Systems Research (CIDR) | January 2020
  
  PDF
- Dhalion in action: automatic management of streaming applications
  
  Avrilia Floratou, Ashvin Agrawal
  
  Proceedings of the VLDB Endowment | August 2018, Vol 11(12)
  
  DOI PDF Publication
- Columnar Storage Formats
  
  Avrilia Floratou
  
  Encyclopedia of Big Data Technologies | Publié par Springer | 2018
  
  Publication Publication
- No data left behind: real-time insights from a complex data ecosystem
  
  Manos Karpathiotakis, Avrilia Floratou, Fatma Ozcan, Anastasia Ailamaki
  
  SOCC | September 2017
  
  Publication Publication
- Self-Regulating Streaming Systems: Challenges and Opportunities
  
  Avrilia Floratou, Ashvin Agrawal
  
  BIRTE | August 2017
  
  Publication
- Dhalion: Self-Regulating Stream Processing in Heron
  
  Avrilia Floratou, Ashvin Agrawal, Bill Graham, Sriram Rao, Karthik Ramasamy
  
  Proceedings of the VLDB Endowment | August 2017
  
  Publication Projet
- 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
  
  ICDE | May 2017
  
  Publication Publication Projet
- Adaptive Caching in Big SQL using the HDFS Cache
  
  Avrilia Floratou, Nimrod Megiddo, Navneet Potti, Fatma Özcan, Uday Kale, Jan Schmitz-Hermes
  
  ACM Symposium on Cloud Computing (ACM SOCC) | October 2016
  
  Publication Publication
- ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores
  
  Diptikalyan Saha, Avrilia Floratou (avflor), Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R Mittal, Fatma Özcan
  
  PVLDB | August 2016
  
  Publication
- Replica Placement in Multi-tenant Database Environments
  
  Avrilia Floratou, Jignesh M. Patel
  
  IEEE International Congress on Big Data (BigData Congress) | August 2015
  
  Best Paper Award
  
  Publication
- Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?
  
  Avrilia Floratou, Fatma Özcan, Berni Schiefer
  
  Workshop on Big Data Benchmarks (WBDB) | June 2014
  
  Publication
- SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures
  
  Avrilia Floratou, Umar Farooq Minhas, Fatma Ozcan
  
  PVLDB | April 2014
  
  Publication
- Can the Elephants Handle the NoSQL Onslaught?
  
  Avrilia Floratou, Nikhil Teletia, David J. DeWitt, Jignesh M. Patel, Donghui Zhang
  
  PVLDB | February 2012
  
  Publication
- Column-Oriented Storage Techniques for MapReduce
  
  Avrilia Floratou, Jignesh M. Patel, Eugene Shekita, Sandeep Tata
  
  PVLDB | March 2011
  
  Publication
- 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
  
  January 2011
  
  Publication
- Efficient and Accurate Discovery of Patterns in Sequence Data Sets
  
  Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
  
  TKDE | January 2011
  
  Publication
- Efficient and accurate discovery of patterns in sequence datasets
  
  Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
  
  ICDE | March 2010
  
  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: 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
- 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, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu
  
  Conference on Innovative Data Systems Research (CIDR) | January 2020
  
  PDF
- Towards Building Wind Tunnels for Data Center Design
  
  Avrilia Floratou, Frank Bertsch, Jignesh M. Patel, Georgios Laskaris
  
  PVLDB | May 2014
  
  Publication

- 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
  
  ACM SIGMOD | June 2024
  
  Publication PDF DOI
- 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
- 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 Subotić, Markus Weimer, Yinghui Wu, Yiwen Zhu
  
  ACM SIGMOD | July 2023
  
  Publication
- Exploiting Structure in Regular Expression Queries
  
  Ling Zhang, Shaleen Deep, Avrilia Floratou, Anja Gruenheid, Jignesh M. Patel, Yiwen Zhu
  
  ACM SIGMOD | July 2023
  
  Publication
- 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
  
  ICDE | January 2023
  
  Publication
- Vamsa: Automated Provenance Tracking in Data Science Scripts
  
  Mohammad Hossein Namaki, Avrilia Floratou, Fotis Psallidas, Subru Krishnan, Ashvin Agrawal, Yiwen Zhu, Markus Weimer, Yinghui Wu
  
  KDD | August 2020
  
  Publication
- 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, Hiren Patel, Olga Poppe, Fotis Psallidas, Raghu Ramakrishnan, Abhishek Roy, Karla Saur, Rathijit Sen, Markus Weimer, Travis Wright, Yiwen Zhu
  
  Conference on Innovative Data Systems Research (CIDR) | January 2020
  
  PDF
- No data left behind: real-time insights from a complex data ecosystem
  
  Manos Karpathiotakis, Avrilia Floratou, Fatma Ozcan, Anastasia Ailamaki
  
  SOCC | September 2017
  
  Publication Publication
- Self-Regulating Streaming Systems: Challenges and Opportunities
  
  Avrilia Floratou, Ashvin Agrawal
  
  BIRTE | August 2017
  
  Publication
- Dhalion: Self-Regulating Stream Processing in Heron
  
  Avrilia Floratou, Ashvin Agrawal, Bill Graham, Sriram Rao, Karthik Ramasamy
  
  Proceedings of the VLDB Endowment | August 2017
  
  Publication Projet
- 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
  
  ICDE | May 2017
  
  Publication Publication Projet
- Adaptive Caching in Big SQL using the HDFS Cache
  
  Avrilia Floratou, Nimrod Megiddo, Navneet Potti, Fatma Özcan, Uday Kale, Jan Schmitz-Hermes
  
  ACM Symposium on Cloud Computing (ACM SOCC) | October 2016
  
  Publication Publication
- ATHENA: An Ontology-Driven System for Natural Language Querying over Relational Data Stores
  
  Diptikalyan Saha, Avrilia Floratou (avflor), Karthik Sankaranarayanan, Umar Farooq Minhas, Ashish R Mittal, Fatma Özcan
  
  PVLDB | August 2016
  
  Publication
- Replica Placement in Multi-tenant Database Environments
  
  Avrilia Floratou, Jignesh M. Patel
  
  IEEE International Congress on Big Data (BigData Congress) | August 2015
  
  Best Paper Award
  
  Publication
- Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?
  
  Avrilia Floratou, Fatma Özcan, Berni Schiefer
  
  Workshop on Big Data Benchmarks (WBDB) | June 2014
  
  Publication
- Towards Building Wind Tunnels for Data Center Design
  
  Avrilia Floratou, Frank Bertsch, Jignesh M. Patel, Georgios Laskaris
  
  PVLDB | May 2014
  
  Publication
- SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures
  
  Avrilia Floratou, Umar Farooq Minhas, Fatma Ozcan
  
  PVLDB | April 2014
  
  Publication
- Can the Elephants Handle the NoSQL Onslaught?
  
  Avrilia Floratou, Nikhil Teletia, David J. DeWitt, Jignesh M. Patel, Donghui Zhang
  
  PVLDB | February 2012
  
  Publication
- Column-Oriented Storage Techniques for MapReduce
  
  Avrilia Floratou, Jignesh M. Patel, Eugene Shekita, Sandeep Tata
  
  PVLDB | March 2011
  
  Publication
- 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
  
  January 2011
  
  Publication
- Efficient and Accurate Discovery of Patterns in Sequence Data Sets
  
  Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
  
  TKDE | January 2011
  
  Publication
- Efficient and accurate discovery of patterns in sequence datasets
  
  Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
  
  ICDE | March 2010
  
  Publication
- 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, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Liat Peterfreund, Fatma Özcan, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
  
  SIGMOD Record | November 2022
  
  Publication
- 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
- Dhalion in action: automatic management of streaming applications
  
  Avrilia Floratou, Ashvin Agrawal
  
  Proceedings of the VLDB Endowment | August 2018, Vol 11(12)
  
  DOI PDF Publication
- Columnar Storage Formats
  
  Avrilia Floratou
  
  Encyclopedia of Big Data Technologies | Publié par Springer | 2018
  
  Publication Publication