Anna Pavlenko

Senior RSDE

论文与出版物

查看方式：

- Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions
  
  Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
  
  VLDB J. | November 2024, 第 34 卷(3)
  
  Best Research Paper Runner-Up (VLDB 2023)
  
  DOI Publication
- Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud
  
  Anna Pavlenko, Joyce Cahoon, Yiwen Zhu, Brian Kroth, Michael Nelson, Andrew Carter, David Liao, Travis Wright, Jesús Camacho-Rodríguez, Karla Saur
  
  SIGMOD | June 2024
  
  to appear
  
  Publication
- VASIM: Vertical Autoscaling Simulator Toolkit
  
  Anna Pavlenko, Karla Saur, Yiwen Zhu, Brian Kroth, Joyce Cahoon, Jesús Camacho-Rodríguez
  
  IEEE International Conference on Data Engineering (ICDE 2024) | May 2024
  
  Publication
- GEqO: ML-Accelerated Semantic Equivalence Detection
  
  Brandon Haynes, Rana Alotaibi, Anna Pavlenko, Jyoti Leeka, Alekh Jindal, Yuanyuan Tian
  
  Proceedings of the ACM on Management of Data | December 2023
  
  DOI PDF
- A Deep Dive into Common Open Formats for Analytical DBMSs
  
  Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
  
  Proc. VLDB Endow. | June 2023, 第 16 卷: pp. 3044-3056
  
  Best Paper Runner-Up
  
  DOI
- Towards Building Autonomous Data Services on Azure
  
  Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin A Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas C. Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan
  
  ACM SIGMOD | June 2023
  
  Publication 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 视频视频

- Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions
  
  Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
  
  VLDB J. | November 2024, 第 34 卷(3)
  
  Best Research Paper Runner-Up (VLDB 2023)
  
  DOI Publication
- Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud
  
  Anna Pavlenko, Joyce Cahoon, Yiwen Zhu, Brian Kroth, Michael Nelson, Andrew Carter, David Liao, Travis Wright, Jesús Camacho-Rodríguez, Karla Saur
  
  SIGMOD | June 2024
  
  to appear
  
  Publication
- VASIM: Vertical Autoscaling Simulator Toolkit
  
  Anna Pavlenko, Karla Saur, Yiwen Zhu, Brian Kroth, Joyce Cahoon, Jesús Camacho-Rodríguez
  
  IEEE International Conference on Data Engineering (ICDE 2024) | May 2024
  
  Publication
- GEqO: ML-Accelerated Semantic Equivalence Detection
  
  Brandon Haynes, Rana Alotaibi, Anna Pavlenko, Jyoti Leeka, Alekh Jindal, Yuanyuan Tian
  
  Proceedings of the ACM on Management of Data | December 2023
  
  DOI PDF
- A Deep Dive into Common Open Formats for Analytical DBMSs
  
  Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
  
  Proc. VLDB Endow. | June 2023, 第 16 卷: pp. 3044-3056
  
  Best Paper Runner-Up
  
  DOI
- Towards Building Autonomous Data Services on Azure
  
  Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin A Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas C. Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan
  
  ACM SIGMOD | June 2023
  
  Publication 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 视频视频
- VASIM: Vertical Autoscaling Simulator Toolkit
  
  Anna Pavlenko, Karla Saur, Yiwen Zhu, Brian Kroth, Joyce Cahoon, Jesús Camacho-Rodríguez
  
  IEEE International Conference on Data Engineering (ICDE 2024) | May 2024
  
  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 视频视频
- Towards Building Autonomous Data Services on Azure
  
  Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin A Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas C. Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan
  
  ACM SIGMOD | June 2023
  
  Publication Publication

- Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions
  
  Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
  
  VLDB J. | November 2024, 第 34 卷(3)
  
  Best Research Paper Runner-Up (VLDB 2023)
  
  DOI Publication
- A Deep Dive into Common Open Formats for Analytical DBMSs
  
  Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes
  
  Proc. VLDB Endow. | June 2023, 第 16 卷: pp. 3044-3056
  
  Best Paper Runner-Up
  
  DOI
- Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud
  
  Anna Pavlenko, Joyce Cahoon, Yiwen Zhu, Brian Kroth, Michael Nelson, Andrew Carter, David Liao, Travis Wright, Jesús Camacho-Rodríguez, Karla Saur
  
  SIGMOD | June 2024
  
  to appear
  
  Publication
- VASIM: Vertical Autoscaling Simulator Toolkit
  
  Anna Pavlenko, Karla Saur, Yiwen Zhu, Brian Kroth, Joyce Cahoon, Jesús Camacho-Rodríguez
  
  IEEE International Conference on Data Engineering (ICDE 2024) | May 2024
  
  Publication
- GEqO: ML-Accelerated Semantic Equivalence Detection
  
  Brandon Haynes, Rana Alotaibi, Anna Pavlenko, Jyoti Leeka, Alekh Jindal, Yuanyuan Tian
  
  Proceedings of the ACM on Management of Data | December 2023
  
  DOI PDF
- Towards Building Autonomous Data Services on Azure
  
  Yiwen Zhu, Yuanyuan Tian, Joyce Cahoon, Subru Krishnan, Ankita Agarwal, Rana Alotaibi, Jesús Camacho-Rodríguez, Bibin A Chundatt, Andrew Chung, Niharika Dutta, Andrew Fogarty, Anja Gruenheid, Brandon Haynes, Matteo Interlandi, Minu Iyer, Nick Jurgens, Sumeet Khushalani, Brian Kroth, Manoj Kumar, Jyoti Leeka, Sergiy Matusevych, Minni Mittal, Andreas C. Müller, Kartheek Muthyala, Harsha Nagulapalli, Yoonjae Park, Hiren Patel, Anna Pavlenko, Olga Poppe, Santhosh Ravindran, Karla Saur, Rathijit Sen, Steve Suh, Arijit Tarafdar, Kunal Waghray, Demin Wang, Carlo Curino, Raghu Ramakrishnan
  
  ACM SIGMOD | June 2023
  
  Publication 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 视频视频

Anna Pavlenko

论文与出版物

Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions

Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud

VASIM: Vertical Autoscaling Simulator Toolkit

GEqO: ML-Accelerated Semantic Equivalence Detection

A Deep Dive into Common Open Formats for Analytical DBMSs

Towards Building Autonomous Data Services on Azure

Magpie: Python at Speed and Scale using Cloud Backends

Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions

Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud

VASIM: Vertical Autoscaling Simulator Toolkit

GEqO: ML-Accelerated Semantic Equivalence Detection

A Deep Dive into Common Open Formats for Analytical DBMSs

Towards Building Autonomous Data Services on Azure

Magpie: Python at Speed and Scale using Cloud Backends

VASIM: Vertical Autoscaling Simulator Toolkit

Magpie: Python at Speed and Scale using Cloud Backends

Towards Building Autonomous Data Services on Azure

Data Formats in Analytical DBMSs: Performance Trade-offs and Future Directions

A Deep Dive into Common Open Formats for Analytical DBMSs

Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud

VASIM: Vertical Autoscaling Simulator Toolkit

GEqO: ML-Accelerated Semantic Equivalence Detection

Towards Building Autonomous Data Services on Azure

Magpie: Python at Speed and Scale using Cloud Backends