[PDF][PDF] Go Meta of Learned Cost Models: On the Power of Abstraction.
Cost-based optimization is a promising paradigm that relies on execution queries to enable
fast and efficient execution reached by the database cost model (CM) during query …
fast and efficient execution reached by the database cost model (CM) during query …
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 …
A recommender system for DBMS selection based on a test data repository
L Brahimi, L Bellatreche, Y Ouhammou - Advances in Databases and …, 2016 - Springer
Nowadays, we see an explosion in the number of Database Management Systems (DBMS)
in the market. Each one has its own characteristics. This spectacular development of DBMS …
in the market. Each one has its own characteristics. This spectacular development of DBMS …
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 …
[PDF][PDF] Coupling multi-criteria decision making and ontologies for recommending dbms
L Brahimi, L Bellatreche, Y Ouhammou - 22nd International Conference on …, 2017 - comad.in
In the last decade, DBMSs have gained a great importance in research and industry.
Nowadays, we are getting more than 318 DBMSs in the market, where each one has its own …
Nowadays, we are getting more than 318 DBMSs in the market, where each one has its own …
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 …
Generating Custom Learned Cost Model for Query Optimizer of DBMS
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 …
Selecting Green Data Mining Services
Z Al-Zanbouri, C Ding - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
Nowadays, there is a big increase in the usage of data analytic applications and services
because of the growth in the data produced from many different sources. The QoS properties …
because of the growth in the data produced from many different sources. The QoS properties …
A Novel Pipeline to Recommend Intrusion Detection Systems Configurations
Intrusion Detection Systems (IDS) are becoming increasingly important to provide a certain
level of safety in a variety of complex environments. An IDS's proper operation is dependent …
level of safety in a variety of complex environments. An IDS's proper operation is dependent …