Vincent Corvinelli

18 papers A* 3A 2B 1Journal 7Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Db2une: Tuning IBM Db2 with Deep Learning. ICDE Alexander Bianchi, Rafael Dolores, Andrew Chai, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte
2025	A*	`conf`	GEX: Guiding Expert Tuning with eXplainable AI. ICDE Andrew Chai, Alexander Bianchi, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte
2025	J	`jnl`	Robust Plan Evaluation based on Approximate Probabilistic Machine Learning. Proc. VLDB Endow. Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	J	`jnl`	A Novel Framework Using Deep Reinforcement Learning for Join Order Selection. CoRR Chang Liu, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	B	`conf`	A novel framework for join order selection based on reinforcement and representation learning. IEEE Big Data Chang Liu, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	J	`jnl`	Db2une: Tuning Under Pressure via Deep Learning. Proc. VLDB Endow. Alexander Bianchi, Andrew Chai, Vincent Corvinelli, Parke Godfrey, Jarek Szlichta, Calisto Zuzarte
2024	—	`conf`	RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. SIGMOD Conference Companion Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2024	J	`jnl`	Roq: Robust Query Optimization Based on a Risk-aware Learned Cost Model. CoRR Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
2023	—	`conf`	A Hybrid Cost Model for Evaluating Query Execution Plans. AIKE Ning Wang, Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli, Brandon Frendo, Steve Donoghue
2023	A*	`conf`	BLUTune: Tuning Up IBM Db2 with ML. ICDE Connor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
2022	A	`conf`	BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML. CIKM Connor Henderson, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
2021	—	`conf`	Query predicate selectivity using machine learning in Db2 CASCON Waikeat Tan, Mohammed Alhamid, Mohamad Kalil, Ronghao Yang, Vincent Corvinelli, Calisto Zuzarte, Liam Finnie
2021	A	`conf`	Scalable Learning to Troubleshoot Query Performance Problems. CIKM Alexandar Mihaylov, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
2020	—	`conf`	Pred-cache: a predictive caching method in database systems. CASCON Omar El Zarif, Safwat Hassan, Ying Zou, Calisto Zuzarte, Vincent Corvinelli, Mohammed Alhamid
2019	J	`jnl`	GALO: Guided Automated Learning for re-Optimization. Proc. VLDB Endow. Guilherme Damasio, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte
2019	J	`jnl`	Guided Automated Learning for query workload re-Optimization. CoRR Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte
2019	J	`jnl`	Guided automated learning for query workload re-optimization. Proc. VLDB Endow. Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte
2015	—	`conf`	Cardinality estimation using neural networks. CASCON Henry Liu, Mingbin Xu, Ziting Yu, Vincent Corvinelli, Calisto Zuzarte