2021年8月16日 – 2021年8月20日

Microsoft at VLDB 2021

地点： Copenhagen, Denmark | Virtual

论文与出版物

查看方式：

- Crystal: A Unified Cache Storage System for Analytical Databases
  
  Dominik Durner, Badrish Chandramouli, Yinan Li
  
  Proceedings of the VLDB Endowment | August 2021
  
  Publication 项目
- Discovering Related Data At Scale
  
  Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha
  
  VLDB Endowment | August 2021, 第 14 卷(8)
  
  Publication 项目
- 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
  
  作者：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 项目
- Procedural Extensions of SQL: Understanding their usage in the wild
  
  Surabhi Gupta, Karthik Ramachandra
  
  PVLDB | May 2021, 第 14 卷(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 项目
- 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 视频项目
- Achieving High Throughput and Elasticity in a Larger-than-Memory Store
  
  Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman
  
  PVLDB, 14(8), 2021 | June 2020
  
  Publication 项目项目项目

- Crystal: A Unified Cache Storage System for Analytical Databases
  
  Dominik Durner, Badrish Chandramouli, Yinan Li
  
  Proceedings of the VLDB Endowment | August 2021
  
  Publication 项目
- 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, 第 14 卷(8)
  
  Publication 项目
- 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
  
  作者：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 项目
- Procedural Extensions of SQL: Understanding their usage in the wild
  
  Surabhi Gupta, Karthik Ramachandra
  
  PVLDB | May 2021, 第 14 卷(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 视频项目
- Achieving High Throughput and Elasticity in a Larger-than-Memory Store
  
  Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman
  
  PVLDB, 14(8), 2021 | June 2020
  
  Publication 项目项目项目
- 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 项目
- 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 视频项目
- 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, 第 14 卷(8)
  
  Publication 项目
- Analyzing and Mitigating Data Stalls in DNN Training
  
  Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram
  
  VLDB 2021 | January 2021
  
  PDF Publication 项目
- 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 项目
- 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 项目
- Analyzing and Mitigating Data Stalls in DNN Training
  
  Jayashree Mohan, Amar Phanishayee, Ashish Raniwala, Vijay Chidambaram
  
  VLDB 2021 | January 2021
  
  PDF Publication 项目
- 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 视频项目
- Achieving High Throughput and Elasticity in a Larger-than-Memory Store
  
  Chinmay Kulkarni, Badrish Chandramouli, Ryan Stutsman
  
  PVLDB, 14(8), 2021 | June 2020
  
  Publication 项目项目项目
- COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics (Extended Version)
  
  Tarique Siddiqui, Surajit Chaudhuri, Vivek Narasayya
  
  MSR-TR-2021-13 | July 2021
  
  作者：Microsoft Research
  
  Publication
- Discovering Related Data At Scale
  
  Sagar Bharadwaj, Praveen Gupta, Ranjita Bhagwan, Saikat Guha
  
  VLDB Endowment | August 2021, 第 14 卷(8)
  
  Publication 项目
- Procedural Extensions of SQL: Understanding their usage in the wild
  
  Surabhi Gupta, Karthik Ramachandra
  
  PVLDB | May 2021, 第 14 卷(8): pp. 1378-1391
  
  Publication