Amin Kamali

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Machine Learning

Query Optimizers

Top Venues

Publications

Baoming Chang, Amin Kamali, Verena Kantere
A Novel Technique for Query Plan Representation Based on Graph Neural Nets. DaWaK (2024)
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)
Amin Kamali, Verena Kantere, Calisto Zuzarte
Robust Query Optimization in the Era of Machine Learning: State-of-the-Art and Future Directions. ICDE (2024)
Baoming Chang, Amin Kamali, Verena Kantere
A Novel Technique for Query Plan Representation Based on Graph Neural Nets. CoRR (2024)
Amin Kamali, Verena Kantere, Calisto Zuzarte, Vincent Corvinelli
Roq: Robust Query Optimization Based on a Risk-aware Learned Cost Model. CoRR (2024)
Ning Wang, Amin Kamali, Verena Kantere, Calisto Zuzate, Vincent Corvinelli, Brandon Frendo, Steve Donoghue
A Hybrid Cost Model for Evaluating Query Execution Plans. AIKE (2023)
Amin Kamali, Calisto Zuzarte, Verena Kantere, Jaroslaw Szlichta, Yueting Chen, Xiaohui Yu, Ning Wang
ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management. CASCON (2023)
Amin Kamali, Jarek Szlichta, Calisto Zuzarte, Yueting Chen, Verena Kantere, Shaikh Quader
ML4DM: The second workshop on the emerging applications of machine learning in modern data management. CASCON (2022)
Amin Kamali, Calisto Zuzarte, Verena Kantere
Emerging applications of machine learning in modern data management. CASCON (2021)