Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
Beibin Li, Yao Lu, Srikanth Kandula
SIGMOD 2022 | April 2022
Yao Lu
Senior Researcher
Publications
Publications by Year
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Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
SIGMOD 2022 | April 2022
-
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
PVLDB 15 | November 2021
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
MSR-TR-2021-29 | September 2021
Published by Microsoft
Cardinality Estimation: Is Machine Learning a Silver Bullet?
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
AIDB | August 2021
-
Approximate Partition Selection for BigData Workloads using Summary Statistics
Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
PVLDB 13 | August 2020
Publications by Research Area
-
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
SIGMOD 2022 | April 2022
Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
Beibin Li, Yao Lu, Srikanth Kandula
SIGMOD 2022 | April 2022
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
PVLDB 15 | November 2021
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
MSR-TR-2021-29 | September 2021
Published by Microsoft
Cardinality Estimation: Is Machine Learning a Silver Bullet?
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
AIDB | August 2021
Approximate Partition Selection for BigData Workloads using Summary Statistics
Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
PVLDB 13 | August 2020
-
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
SIGMOD 2022 | April 2022
Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
Beibin Li, Yao Lu, Srikanth Kandula
SIGMOD 2022 | April 2022
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
PVLDB 15 | November 2021
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
MSR-TR-2021-29 | September 2021
Published by Microsoft
Cardinality Estimation: Is Machine Learning a Silver Bullet?
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
AIDB | August 2021
Approximate Partition Selection for BigData Workloads using Summary Statistics
Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
PVLDB 13 | August 2020
-
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
MSR-TR-2021-29 | September 2021
Published by Microsoft
Cardinality Estimation: Is Machine Learning a Silver Bullet?
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
AIDB | August 2021
Approximate Partition Selection for BigData Workloads using Summary Statistics
Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
PVLDB 13 | August 2020
Publications by Type
-
Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
Pramod Chunduri, Jaeho Bang, Yao Lu, Joy Arulraj
SIGMOD 2022 | April 2022
Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts
Beibin Li, Yao Lu, Srikanth Kandula
SIGMOD 2022 | April 2022
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
Yao Lu, Srikanth Kandula, Arnd Christian König, Surajit Chaudhuri
PVLDB 15 | November 2021
Cardinality Estimation: Is Machine Learning a Silver Bullet?
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
AIDB | August 2021
Approximate Partition Selection for BigData Workloads using Summary Statistics
Kexin Rong, Yao Lu, Srikanth Kandula, Peter Bailis, Phil Levis
PVLDB 13 | August 2020
-
Q-error Bounds of Random Uniform Sampling for Cardinality Estimation
Beibin Li, Yao Lu, Chi Wang, Srikanth Kandula
MSR-TR-2021-29 | September 2021
Published by Microsoft