Olga Poppe

Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless

Olga Poppe, Pankaj Arora, Sakshi Sharma, Jie Chen, Sachin Pandit, Rahul Sawhney, Vaishali Jhalani, Willis Lang, Qun Guo, Anupriya Inumella, Sanjana Dulipeta Sridhar, Dheren Gala, Nilesh Rathi, Morgan Oslake, Alexandru Chirica, Sarika Iyer, Prateek Goel, Ajay Kalhan

SIGMOD | March 2024

Publication DOI Video Project

Proactive Resource Allocation Policy for Microsoft Azure Cognitive Search

Olga Poppe, Pablo Castro, Willis Lang, Jyoti Leeka

SIGMOD Rec. | September 2023, Vol 52(3): pp. 41-48

Publication Project

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

Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation

Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner

SIGMOD | March 2022

Publication Project

Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless

Olga Poppe, Qun Guo, Willis Lang, Pankaj Arora, Morgan Oslake, Shize Xu, Ajay Kalhan

VLDB 2022 | January 2022

PDF Video Project

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

To Share or not to Share Online Event Trend Aggregation Over Bursty Event Streams

Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner

SIGMOD | January 2021

Publication Video Video Project

Muse: Multi-query Event Trend Aggregation

Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner

CIKM | October 2020

Best short paper.

Publication Project

Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation

Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu

VLDB 2021 | September 2020

Top project in Azure All Hands 2021

DOI Publication Video Project

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 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

Event Trend Aggregation Under Rich Event Matching Semantics

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier

SIGMOD | June 2019

DOI Publication Project

Sharon: Shared Online Event Sequence Aggregation

Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier

ICDE | April 2018

Publication Project

GRETA: Graph-based Real-time Event Trend Aggregation

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier

VLDB | September 2017

Publication Project

Complete Event Trend Detection in High-Rate Event Streams

Olga Poppe, Chuan Lei, Salah Ahmed, Elke A. Rundensteiner

SIGMOD | May 2017

Publication Project

CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty, Goutham Deva, Nicholas Fajardo, James Owens, Thomas Schweich, MaryAnn Van Valkenburg, Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, George Gettel, Robert Hollinger, Devin Roberts, Daniel Tocco

EDBT | March 2017

Publication Project

Context-aware Event Stream Analytics

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Dan Dougherty

EDBT | March 2016

Publication Project

Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless

Olga Poppe, Pankaj Arora, Sakshi Sharma, Jie Chen, Sachin Pandit, Rahul Sawhney, Vaishali Jhalani, Willis Lang, Qun Guo, Anupriya Inumella, Sanjana Dulipeta Sridhar, Dheren Gala, Nilesh Rathi, Morgan Oslake, Alexandru Chirica, Sarika Iyer, Prateek Goel, Ajay Kalhan

SIGMOD | March 2024

Publication DOI Video Project

Proactive Resource Allocation Policy for Microsoft Azure Cognitive Search

Olga Poppe, Pablo Castro, Willis Lang, Jyoti Leeka

SIGMOD Rec. | September 2023, Vol 52(3): pp. 41-48

Publication Project

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

Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation

Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner

SIGMOD | March 2022

Publication Project

Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless

Olga Poppe, Qun Guo, Willis Lang, Pankaj Arora, Morgan Oslake, Shize Xu, Ajay Kalhan

VLDB 2022 | January 2022

PDF Video Project

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

To Share or not to Share Online Event Trend Aggregation Over Bursty Event Streams

Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner

SIGMOD | January 2021

Publication Video Video Project

Muse: Multi-query Event Trend Aggregation

Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner

CIKM | October 2020

Best short paper.

Publication Project

Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation

Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu

VLDB 2021 | September 2020

Top project in Azure All Hands 2021

DOI Publication Video Project

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 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

Event Trend Aggregation Under Rich Event Matching Semantics

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier

SIGMOD | June 2019

DOI Publication Project

Sharon: Shared Online Event Sequence Aggregation

Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier

ICDE | April 2018

Publication Project

GRETA: Graph-based Real-time Event Trend Aggregation

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier

VLDB | September 2017

Publication Project

Complete Event Trend Detection in High-Rate Event Streams

Olga Poppe, Chuan Lei, Salah Ahmed, Elke A. Rundensteiner

SIGMOD | May 2017

Publication Project

CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty, Goutham Deva, Nicholas Fajardo, James Owens, Thomas Schweich, MaryAnn Van Valkenburg, Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, George Gettel, Robert Hollinger, Devin Roberts, Daniel Tocco

EDBT | March 2017

Publication Project

Context-aware Event Stream Analytics

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Dan Dougherty

EDBT | March 2016

Publication Project

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

Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation

Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu

VLDB 2021 | September 2020

Top project in Azure All Hands 2021

DOI Publication Video Project

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 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

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

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 2020

Publication

Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless

Olga Poppe, Pankaj Arora, Sakshi Sharma, Jie Chen, Sachin Pandit, Rahul Sawhney, Vaishali Jhalani, Willis Lang, Qun Guo, Anupriya Inumella, Sanjana Dulipeta Sridhar, Dheren Gala, Nilesh Rathi, Morgan Oslake, Alexandru Chirica, Sarika Iyer, Prateek Goel, Ajay Kalhan

SIGMOD | March 2024

Publication DOI Video Project

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

Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation

Lei Ma, Chuan Lei, Olga Poppe, Elke A. Rundensteiner

SIGMOD | March 2022

Publication Project

Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless

Olga Poppe, Qun Guo, Willis Lang, Pankaj Arora, Morgan Oslake, Shize Xu, Ajay Kalhan

VLDB 2022 | January 2022

PDF Video Project

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

To Share or not to Share Online Event Trend Aggregation Over Bursty Event Streams

Olga Poppe, Chuan Lei, Lei Ma, Allison Rozet, Elke A. Rundensteiner

SIGMOD | January 2021

Publication Video Video Project

Muse: Multi-query Event Trend Aggregation

Allison Rozet, Olga Poppe, Chuan Lei, Elke A. Rundensteiner

CIKM | October 2020

Best short paper.

Publication Project

Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation

Olga Poppe, Tayo Amuneke, Dalitso Banda, Aritra De, Ari Green, Manon Knoertzer, Ehi Nosakhare, Karthik Rajendran, Deepak Shankargouda, Meina Wang, Alan Au, Carlo Curino, Qun Guo, Alekh Jindal, Ajay Kalhan, Morgan Oslake, Sonia Parchani, Vijay Ramani, Raj Sellappan, Saikat Sen, Sheetal Shrotri, Soundararajan Srinivasan, Ping Xia, Shize Xu, Alicia Yang, Yiwen Zhu

VLDB 2021 | September 2020

Top project in Azure All Hands 2021

DOI Publication Video Project

MLOS: An Infrastructure for Automated Software Performance Engineering

Carlo Curino, Neha Godwal, Brian Kroth, Sergiy Kuryata, Greg Lapinski, Siqi Liu, Slava Oks, Olga Poppe, Adam Smiechowski, Ed Thayer, Markus Weimer, Yiwen Zhu

DEEM 2020 | June 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

Event Trend Aggregation Under Rich Event Matching Semantics

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier

SIGMOD | June 2019

DOI Publication Project

Sharon: Shared Online Event Sequence Aggregation

Olga Poppe, Allison Rozet, Chuan Lei, Elke A. Rundensteiner, David Maier

ICDE | April 2018

Publication Project

GRETA: Graph-based Real-time Event Trend Aggregation

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, David Maier

VLDB | September 2017

Publication Project

Complete Event Trend Detection in High-Rate Event Streams

Olga Poppe, Chuan Lei, Salah Ahmed, Elke A. Rundensteiner

SIGMOD | May 2017

Publication Project

CAESAR: Context-Aware Event Stream Analytics for Urban Transportation Services

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Daniel J. Dougherty, Goutham Deva, Nicholas Fajardo, James Owens, Thomas Schweich, MaryAnn Van Valkenburg, Sarun Paisarnsrisomsuk, Pitchaya Wiratchotisatian, George Gettel, Robert Hollinger, Devin Roberts, Daniel Tocco

EDBT | March 2017

Publication Project

Context-aware Event Stream Analytics

Olga Poppe, Chuan Lei, Elke A. Rundensteiner, Dan Dougherty

EDBT | March 2016

Publication Project

Proactive Resource Allocation Policy for Microsoft Azure Cognitive Search

Olga Poppe, Pablo Castro, Willis Lang, Jyoti Leeka

SIGMOD Rec. | September 2023, Vol 52(3): pp. 41-48

Publication Project