QUERY SET OPTIMIZATION IN A DATA ANALYTICS PIPELINE

In a set of data analytics queries, at least a one of the queries comprising more than one operator, and each query being at least one of i) a producer of data for an other query in the set, and ii) a consumer of data from an other query in the set. In such examples, one or more computing devices id...

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Bibliographic Details
Main Authors FRIEDMAN, Marc Todd, LEEKA, Jyoti, GAKHAR, Sunny, JINDAL, Alekh, HAYNES, Brandon, PATEL, Hiren S, QIAO, Shi
Format Patent
LanguageEnglish
Published 28.12.2023
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:In a set of data analytics queries, at least a one of the queries comprising more than one operator, and each query being at least one of i) a producer of data for an other query in the set, and ii) a consumer of data from an other query in the set. In such examples, one or more computing devices identify each producer/consumer relationship between the queries. The one or more computing devices identify one or more optimizations among the queries based on the identified relationships. The one or more computing devices then apply at least one identified optimization to at least one of the queries.
Bibliography:Application Number: US202217808216