Automatic Database Configuration Debugging using Retrieval-Augmented Language Models.
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Proc. ACM Manag. Data, February, 2025
Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models.
Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025
Learning-based query optimization for multi-probe approximate nearest neighbor search.
VLDB J., May, 2023
Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems.
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Proc. VLDB Endow., 2023
Anser: Adaptive Information Sharing Framework of AnalyticDB.
Proc. VLDB Endow., 2023
OneShotSTL: One-Shot Seasonal-Trend Decomposition For Online Time Series Anomaly Detection And Forecasting.
Proc. VLDB Endow., 2023
CatSQL: Towards Real World Natural Language to SQL Applications.
Proc. VLDB Endow., 2023
Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023
Releasing Private Data for Numerical Queries.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Cquirrel: Continuous Query Processing over Acyclic Relational Schemas.
Proc. VLDB Endow., 2021
Weighted Distinct Sampling: Cardinality Estimation for SPJ Queries.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data.
Proc. VLDB Endow., 2020
Deep Meta-Learning: Learning to Learn in the Concept Space.
CoRR, 2018
Wander Join and XDB: Online Aggregation via Random Walks.
SIGMOD Rec., 2017
Counting Triangles in Large Graphs by Random Sampling.
IEEE Trans. Knowl. Data Eng., 2016
Wander Join: Online Aggregation for Joins.
Proceedings of the 2016 International Conference on Management of Data, 2016
Wander Join: Online Aggregation via Random Walks.
Proceedings of the 2016 International Conference on Management of Data, 2016