Jun 9, 2024 · A prototype tool that facilitates robust execution of a query workload in RDBMSs. It implements a novel technique that takes workload logs as input.
Jun 15, 2024 · RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. SIGMOD-Companion '24, June 9–15, 2024, Santiago ...
Jun 11, 2024 · RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning ... Based on a Risk-aware Learned Cost Model.
2024. RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. A Kamali, V Kantere, C Zuzarte, V Corvinelli. Companion of ...
Robust Workload Optimizer (RobOpt) is a prototype tool that facilitates the robust execution of a query workload in RDBMSs. It implements a novel technique that ...
Jul 30, 2024 · RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning. SIGMOD Conference Companion 2024: 468-471. [i2].
RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning [SIGMOD Demo 24]; Towards Exploratory Query Optimization for ...
RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning · A Novel Technique for Query Plan Representation Based on Graph ...
Jul 4, 2014 · We propose a new uncertainty set design and show how tools from statistical learning theory can be employed to provide probabilistic guarantees on the ...
RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning · Computer Science. SIGMOD Conference Companion · 2024.