Invention Grant
- Patent Title: Distributed model-building
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Application No.: US14838653Application Date: 2015-08-28
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Publication No.: US09940386B2Publication Date: 2018-04-10
- Inventor: Takuya Kudo , Motoaki Hayashi , Kazuhito Nomura , Congwei Dang
- Applicant: Accenture Global Services Limited
- Applicant Address: IE Dublin
- Assignee: Accenture Global Services Limited
- Current Assignee: Accenture Global Services Limited
- Current Assignee Address: IE Dublin
- Agency: Fish & Richardson P.C.
- Main IPC: G06F7/00
- IPC: G06F7/00 ; G06F17/30

Abstract:
In some implementations, a computer-implemented method for generating computer-readable data models includes receiving time series data; applying a plurality of variable transformations to the time series data to generate a variable matrix with first and second dimensions; partitioning the variable matrix along a first one of the first and second dimensions to generate a plurality of data sets; partitioning the plurality of data sets along a second one of the first and second dimensions to generate a plurality data subsets; providing each of the plurality of data subsets to a respective computational unit in a distributed computing environment for evaluation; receiving, from the respective computational units, scores for a plurality of variables as determined by the respective computational units from the plurality of data subsets; and selecting a portion of the plurality of variables as having at least a threshold level of accuracy in modeling the time series data.
Public/Granted literature
- US20170060988A1 DISTRIBUTED MODEL-BUILDING Public/Granted day:2017-03-02
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