Machine Learning for Out of Distribution Database Workloads

DBMS query optimizers are designed using several heuristics to make decisions, such as simplifying assumptions in cardinality estimation, or cost model assumptions for predicting query latencies. With the rise of cloud first DBMS architectures, it is now possible to collect massive amounts of data o...

全面介绍

书目详细资料
主要作者: Negi, Parimarjan
其他作者: Alizadeh, Mohammad
格式: Thesis
出版: Massachusetts Institute of Technology 2024
在线阅读:https://hdl.handle.net/1721.1/153835
https://orcid.org/0000-0002-8442-9159