Microsoft at VLDB 2021

Crystal: A Unified Cache Storage System for Analytical Databases

Dominik Durner, Badrish Chandramouli, Yinan Li

Proceedings of the VLDB Endowment | August 2021

Publication Project

Discovering Related Data At Scale

Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha

VLDB Endowment | August 2021, Vol 14(8)

Publication Project

Maximizing Social Welfare in a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

VLDB 2021 | August 2021

PDF Publication

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Optimization of threshold functions over streams

Walter Cai, Phil Bernstein, Wentao Wu, Badrish Chandramouli

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

DOI PDF

Phoebe: A Learning-based Checkpoint Optimizer

Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal

VLDB 2021 | August 2021

Publication

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)

Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya

MSR-TR-2021-13 | July 2021

Published by Microsoft Research

Publication

Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search

Junwen Yang, Yeye He, Surajit Chaudhuri

VLDB 2021 | July 2021

Publication Project

Procedural Extensions of SQL: Understanding their usage in the wild

Surabhi Gupta, Karthik Ramachandra

PVLDB | May 2021, Vol 14(8): pp. 1378-1391

Publication

Analyzing and Mitigating Data Stalls in DNN Training

Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram

VLDB 2021 | January 2021

PDF Publication Project

Tensors: An abstraction for general data processing

Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi

VLDB 2021 | December 2020

PDF Publication

Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling

Sepanta Zeighami, Cyrus Shahabi, John Krumm

VLDB 2021 | December 2020

PDF 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

Achieving High Throughput and Elasticity in a Larger-than-Memory Store

Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman

PVLDB, 14(8), 2021 | June 2020

Publication Project Project Project

Crystal: A Unified Cache Storage System for Analytical Databases

Dominik Durner, Badrish Chandramouli, Yinan Li

Proceedings of the VLDB Endowment | August 2021

Publication Project

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Phoebe: A Learning-based Checkpoint Optimizer

Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal

VLDB 2021 | August 2021

Publication

Discovering Related Data At Scale

Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha

VLDB Endowment | August 2021, Vol 14(8)

Publication Project

Optimization of threshold functions over streams

Walter Cai, Phil Bernstein, Wentao Wu, Badrish Chandramouli

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

DOI PDF

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)

Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya

MSR-TR-2021-13 | July 2021

Published by Microsoft Research

Publication

Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search

Junwen Yang, Yeye He, Surajit Chaudhuri

VLDB 2021 | July 2021

Publication Project

Procedural Extensions of SQL: Understanding their usage in the wild

Surabhi Gupta, Karthik Ramachandra

PVLDB | May 2021, Vol 14(8): pp. 1378-1391

Publication

Tensors: An abstraction for general data processing

Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi

VLDB 2021 | December 2020

PDF Publication

Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling

Sepanta Zeighami, Cyrus Shahabi, John Krumm

VLDB 2021 | December 2020

PDF 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

Achieving High Throughput and Elasticity in a Larger-than-Memory Store

Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman

PVLDB, 14(8), 2021 | June 2020

Publication Project Project Project

Tensors: An abstraction for general data processing

Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi

VLDB 2021 | December 2020

PDF Publication

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Maximizing Social Welfare in a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

VLDB 2021 | August 2021

PDF Publication

Analyzing and Mitigating Data Stalls in DNN Training

Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram

VLDB 2021 | January 2021

PDF 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

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Discovering Related Data At Scale

Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha

VLDB Endowment | August 2021, Vol 14(8)

Publication Project

Analyzing and Mitigating Data Stalls in DNN Training

Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram

VLDB 2021 | January 2021

PDF Publication Project

Maximizing Social Welfare in a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

VLDB 2021 | August 2021

PDF Publication

Maximizing Social Welfare in a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

VLDB 2021 | August 2021

PDF Publication

Crystal: A Unified Cache Storage System for Analytical Databases

Dominik Durner, Badrish Chandramouli, Yinan Li

Proceedings of the VLDB Endowment | August 2021

Publication Project

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition

Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Phoebe: A Learning-based Checkpoint Optimizer

Yiwen Zhu, Matteo Interlandi, Abhishek Roy, Krishnadhan Das, Hiren Patel, Malay Bag, Hitesh Sharma, Alekh Jindal

VLDB 2021 | August 2021

Publication

Optimization of threshold functions over streams

Walter Cai, Phil Bernstein, Wentao Wu, Badrish Chandramouli

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

DOI PDF

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

Bojan Karlas, Peng Li, Renzhi Wu, Nezihe Merve Gurel, Xu Chu, Wentao Wu, Ce Zhang

Proceedings of the VLDB Endowment (VLDB 2021) | August 2021

Publication

Maximizing Social Welfare in a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

VLDB 2021 | August 2021

PDF Publication

Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search

Junwen Yang, Yeye He, Surajit Chaudhuri

VLDB 2021 | July 2021

Publication Project

Analyzing and Mitigating Data Stalls in DNN Training

Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram

VLDB 2021 | January 2021

PDF Publication Project

Tensors: An abstraction for general data processing

Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi

VLDB 2021 | December 2020

PDF Publication

Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling

Sepanta Zeighami, Cyrus Shahabi, John Krumm

VLDB 2021 | December 2020

PDF 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

Achieving High Throughput and Elasticity in a Larger-than-Memory Store

Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman

PVLDB, 14(8), 2021 | June 2020

Publication Project Project Project

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)

Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya

MSR-TR-2021-13 | July 2021

Published by Microsoft Research

Publication

Discovering Related Data At Scale

Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha

VLDB Endowment | August 2021, Vol 14(8)

Publication Project

Procedural Extensions of SQL: Understanding their usage in the wild

Surabhi Gupta, Karthik Ramachandra

PVLDB | May 2021, Vol 14(8): pp. 1378-1391

Publication