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:
Feb. 15, 2022

Filed:

Aug. 01, 2014
Applicant:

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

Inventors:

Ronald J. Barber, San Jose, CA (US);

Vincent Kulandaisamy, Hillsboro, OR (US);

Sam S. Lightstone, Toronto, CA;

Guy M. Lohman, San Jose, CA (US);

Ippokratis Pandis, Palo Alto, CA (US);

Vijayshankar Raman, Sunnyvale, CA (US);

Gregory R. Stager, Markham, CA;

Wayne J. Young, Markham, CA;

Liping Zhang, Portland, OR (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2455 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24554 (2019.01);
Abstract

Embodiments of the invention relate to processing data records, and for a multi-phase partitioned data reduction. The first phase relates to processing data records and partitioning the records into a first partition of records having a common characteristic and a second partition of records that are not members of the first partition. The data records in each partition are subject to intra-partition data reduction responsive to a resource constraint. The data records in each partition are also subject to an inter-partition data reduction, also referred to as an aggregation to reduce a footprint for storing the records. Partitions and/or individual records are logically aggregated and a data reduction operation for the logical aggregation of records takes place in response to available resources.


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