The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 07, 2023
Filed:
Jun. 02, 2020
International Business Machines Corporation, Armonk, NY (US);
Qi Zhang, Elmsford, NY (US);
Petr Novotny, Mount Kisco, NY (US);
Hong Min, Poughkeepsie, NY (US);
Ravi Nair, Briarcliff Manor, NY (US);
Shyam Ramji, LeGrange, NY (US);
Lei Yu, Sleepy Hollow, NY (US);
Takuya Nakaike, Yokohama, JP;
Motohiro Kawahito, Sagamihara, JP;
International Business Machines Corporation, Armonk, NY (US);
Abstract
Techniques for refinement of data pipelines are provided. An original file of serialized objects is received, and an original pipeline comprising a plurality of transformations is identified based on the original file. A first computing cost is determined for a first transformation of the plurality of transformations. The first transformation is modified using a predefined optimization, and a second cost of the modified first transformation is determined. Upon determining that the second cost is lower than the first cost, the first transformation is replaced, in the original pipeline, with the optimized first transformation.