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:
Jun. 20, 2017

Filed:

Mar. 30, 2015
Applicant:

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

Inventors:

Wen Yan Bai, Beijing, CN;

Xiao Ming Bao, Beijing, CN;

Zhenhua Hu, Toronto, CA;

Jian Liu, Beijing, CN;

Haohai Ma, Markham, CA;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 3/00 (2006.01); G06F 5/00 (2006.01); G06F 13/36 (2006.01); G06F 9/30 (2006.01); G06F 5/14 (2006.01); G06F 9/48 (2006.01); G06F 3/06 (2006.01); G06F 12/0806 (2016.01);
U.S. Cl.
CPC ...
G06F 9/30079 (2013.01); G06F 3/0604 (2013.01); G06F 3/0638 (2013.01); G06F 3/0656 (2013.01); G06F 3/0673 (2013.01); G06F 5/14 (2013.01); G06F 9/3009 (2013.01); G06F 9/4881 (2013.01); G06F 12/0806 (2013.01); G06F 2205/126 (2013.01); G06F 2212/62 (2013.01);
Abstract

In an approach to adaptively pipeline a MapReduce job, a processor receives one or more data records from a storage and inserts the one or more data records into a map queue, wherein a size of the map queue is adaptive to one or more utilizations of one or more resources in the processor. One or more processors apply a map function to the one or more data records in the first buffer and sort the records that are output from the map function and store the sorted records. One or more processors receive and insert the sorted records into a reduce queue, wherein a size of the reduce queue is adaptive to one or more utilizations of resources in the one or more processors. One or more processors apply a reduce function to the sorted records in the reduce queue and store a result in a storage.


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