Signature-based cache optimization for data preparation

Signature-based cache optimization for data preparation includes performing a first set of sequenced data preparation operations on one or more sets of data to generate a plurality of transformation results. It further includes caching one or more of the plurality of transformation results and one o...

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Bibliographic Details
Main Authors Brewster, Dave, Tso, Victor Tze-Yeuan
Format Patent
LanguageEnglish
Published 05.05.2020
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:Signature-based cache optimization for data preparation includes performing a first set of sequenced data preparation operations on one or more sets of data to generate a plurality of transformation results. It further includes caching one or more of the plurality of transformation results and one or more corresponding operation signatures, a cached operation signature being derived based at least in part on a subset of sequenced operations that generated a corresponding result. It further includes receiving a specification of a second set of sequenced operations. It further includes determining an operation signature associated with the second set of sequenced operations. It further includes identifying a cached result among the cached results based at least in part on the determined operation signature; and outputting the cached result.
Bibliography:Application Number: US201514883582