A systematic review of deep learning applications in database query execution

B Milicevic, Z Babovic - Journal of Big Data, 2024 - Springer
Modern database management systems (DBMS), primarily designed as general-purpose
systems, face the challenging task of efficiently handling data from diverse sources for both …

[PDF][PDF] The Integration of Artificial I Intelligence Into D Database Systems (Ai-Db Integration Review)

A Unuriode, O Durojaiye, B Yusuf… - Available at SSRN …, 2023 - ijcionline.com
In recent times, it can be deduced that a distributed workforce is the future of work, and the
future is now. Therefore, it is essential to know that AI-DB integration is not only for the …

JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning

K Wang, J Wang, Y Li, N Kallus, I Trummer… - arxiv preprint arxiv …, 2023 - arxiv.org
Join order selection (JOS) is the problem of ordering join operations to minimize total query
execution cost and it is the core NP-hard combinatorial optimization problem of query …

JoinGym: An Efficient Join Order Selection Environment

J Wang, K Wang, Y Li, N Kallus, I Trummer… - Reinforcement …, 2024 - openreview.net
Join order selection (JOS), the ordering of join operations to minimize query execution cost,
is a core NP-hard combinatorial optimization problem in database query optimization. We …

[HTML][HTML] Artificial intelligence component of the FERODATA AI engine to optimize the assignment of rail freight locomotive drivers

A Brezulianu, O Geman, IV Popa - Applied Sciences, 2023 - mdpi.com
The optimization of locomotive drivers' scheduling in rail freight transportation comes as a
necessity for minimizing economic expenses and training investments. The Ferodata AI …

[PDF][PDF] Enhancing Efficiency in Cloud Data Streaming: A Thorough Examination-the entire review

S Sameer, KQ Hussein - Journal of Madenat Alelem College Vol, 2024 - iasj.net
The ubiquity of cloud computing has brought about a revolutionary change in the data
processing landscape. The foundation of real-time data processing, cloud data streaming …

ML and System Approaches for Data Processing Optimization and Long Sequence Modeling

J Wang - 2024 - search.proquest.com
Modern data systems are integral to various industries, yet optimizing their performance
remains complex. Traditional methods relying on cost models often fail due to unreliable …

تعزيز الكفاءة في تدفق البيانات في السحابة: فحص شامل.

سهاد سمير, كريم قاسم حسين - … Madīnaẗ Al-ʿAlam Al-Ğāmi'aẗ, 2024‎ - search.ebscohost.com
The ubiquity of cloud computing has brought about a revolutionary change in the data
processing landscape. The foundation of real-time data processing, cloud data streaming …