Query cost estimation in DBMS with deep learning

Cost and cardinality estimation is considered the Achilles Heel of modern query optimizers. Poor cardinality estimates lead to bad cost estimates resulting in sub-optimal query execution plans being selected which drops the performance of query optimizers. With the recent rise of ML for DB, the d...

Full description

Saved in:
Bibliographic Details
Main Author: Acharya, Atul
Other Authors: Luo Siqiang
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/166095
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English