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.

Date of Patent:
Dec. 21, 2021

Filed:

Nov. 02, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Eric L. Barsness, Pine Island, MN (US);

Daniel E. Beuch, Rochester, MN (US);

Michael J. Branson, Rochester, MN (US);

John M. Santosuosso, Rochester, MN (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2453 (2019.01); G06F 16/2455 (2019.01); G06F 16/2457 (2019.01); G06F 16/2458 (2019.01); G06F 16/9535 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24575 (2019.01); G06F 16/2462 (2019.01); G06F 16/24542 (2019.01); G06F 16/24568 (2019.01); G06F 16/9535 (2019.01);
Abstract

Profiling data characterizing a data streaming application is used to predict data which will need to be retrieved by a processing element during execution of the data streaming application. Data is retrieved responsive to the prediction, in advance of actual demand by the processing element which requires it. Prediction may be based at least in part on upstream tuple contents, and could include other historical data retrieval patterns. In some embodiments, retrieval of predicted data may be delayed so that data is retrieved just in time.


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