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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...

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書目詳細資料
主要作者: Acharya, Atul
其他作者: Luo Siqiang
格式: Final Year Project
語言:English
出版: Nanyang Technological University 2023
主題:
在線閱讀:https://hdl.handle.net/10356/166095
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機構: Nanyang Technological University
語言: English