Deep variability modeling to enhance reproducibility of database performance testing
Reproducibility is a major principle underpinning the scientific method. Especially, deep
database environment systems variability represents an opportunity for reproducibility of …
database environment systems variability represents an opportunity for reproducibility of …
COMORP: Rapid prototyping for mathematical database cost models development
The database technology evolution trends had pushed the researchers to redesign and
adapt the past mathematical database cost models with the consideration of additional …
adapt the past mathematical database cost models with the consideration of additional …
Explainable AI for DBA: Bridging the DBA's experience and machine learning in tuning database systems
Recently artificial intelligence techniques in the database community have become a driver
for many database applications. The proposed solution adopting AI in the core database …
for many database applications. The proposed solution adopting AI in the core database …
GOMAD: A Goal Oriented Approach for Modeling and Analyzing Database Deployment
A Ouared, AAE Benali… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Database deployment automation involves dealing with the diversity of deployment
platforms and the panoply of options to improve the efficiency of query workload. Designers …
platforms and the panoply of options to improve the efficiency of query workload. Designers …
for Query Optimizer of DBMS
GCLC Model - Model-Driven Engineering and Software Development … - books.google.com
Designers and developers of database management systems (DBMS) build increasingly
specialized efficient query optimizer in order to deliver improved performance. This query …
specialized efficient query optimizer in order to deliver improved performance. This query …
[PDF][PDF] Mapping machine learning explanations with designer expertise for input variables selection of performance metrics estimation
Developing a mathematical cost model heavily relies on designer knowledge and
experience in this active research topic (eg [1, 2, 3, 4, 5]). This requires the exploration of …
experience in this active research topic (eg [1, 2, 3, 4, 5]). This requires the exploration of …