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Vincent Corvinelli
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2020 – today
- 2024
- [c8]Amin Kamali
, Verena Kantere
, Calisto Zuzarte
, Vincent Corvinelli
:
RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. SIGMOD Conference Companion 2024: 468-471 - [i2]Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli:
Roq: Robust Query Optimization Based on a Risk-aware Learned Cost Model. CoRR abs/2401.15210 (2024) - 2023
- [c7]Ning Wang, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli, Brandon Frendo, Steve Donoghue:
A Hybrid Cost Model for Evaluating Query Execution Plans. AIKE 2023: 133-138 - [c6]Connor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
:
BLUTune: Tuning Up IBM Db2 with ML. ICDE 2023: 3615-3618 - 2022
- [c5]Connor Henderson, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
:
BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML. CIKM 2022: 3162-3171 - 2021
- [c4]Waikeat Tan, Mohammed Alhamid, Mohamad Kalil, Ronghao Yang, Vincent Corvinelli, Calisto Zuzarte, Liam Finnie:
Query predicate selectivity using machine learning in Db2®. CASCON 2021: 143-152 - [c3]Alexandar Mihaylov, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
:
Scalable Learning to Troubleshoot Query Performance Problems. CIKM 2021: 4016-4025 - 2020
- [c2]Omar El Zarif, Safwat Hassan, Ying Zou, Calisto Zuzarte, Vincent Corvinelli, Mohammed Alhamid:
Pred-cache: a predictive caching method in database systems. CASCON 2020: 93-102
2010 – 2019
- 2019
- [j2]Guilherme Damasio, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
GALO: Guided Automated Learning for re-Optimization. Proc. VLDB Endow. 12(12): 1778-1781 (2019) - [j1]Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte:
Guided automated learning for query workload re-optimization. Proc. VLDB Endow. 12(12): 2010-2021 (2019) - [i1]Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte:
Guided Automated Learning for query workload re-Optimization. CoRR abs/1901.02049 (2019) - 2015
- [c1]Henry Liu, Mingbin Xu, Ziting Yu, Vincent Corvinelli, Calisto Zuzarte:
Cardinality estimation using neural networks. CASCON 2015: 53-59
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