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:
Apr. 19, 2022

Filed:

Mar. 12, 2020
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Panfeng Zhou, Dublin, CA (US);

Vivek Kandiyanallur, San Francisco, CA (US);

Colin Florendo, Marlborough, MA (US);

Robert Schulze, Walldorf, DE;

Zheng-Wei She, Shanghai, CN;

Yanhong Wang, Dublin, CA (US);

Amarnadh Sai Eluri, Mountain House, CA (US);

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/21 (2019.01); G06F 16/22 (2019.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 16/213 (2019.01); G06F 16/221 (2019.01); G06F 16/2255 (2019.01); G06N 5/04 (2013.01);
Abstract

System, method, and various embodiments for providing a data access and recommendation system are described herein. An embodiment operates by identifying a column access of one or more data values of a first column of a plurality of columns of a table of a database during a sampling period. A count of how many of the one or more data values are accessed during the column access are recorded. A first counter, corresponding to the first column and stored in a distributed hash table, is incremented by the count. The sampling period is determined to have expired. A load recommendation on how to load data values into the first column based on the first counter is computed. The load recommendation for implementation into the database for one or more subsequent column accesses is provided.


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