- 专利标题: Singular value decompositions
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申请号: US15340218申请日: 2016-11-01
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公开(公告)号: US10762101B2公开(公告)日: 2020-09-01
- 发明人: Meichun Hsu , Lakshminarayan Choudur
- 申请人: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
- 申请人地址: US CA Santa Clara
- 专利权人: MICRO FOCUS LLC
- 当前专利权人: MICRO FOCUS LLC
- 当前专利权人地址: US CA Santa Clara
- 主分类号: G06F16/25
- IPC分类号: G06F16/25 ; G06F16/215
摘要:
In one example in accordance with the present disclosure, a system comprises a computing node. The computing node comprises: a memory, and a processor to: execute a database in the memory, and invoke, with the database, singular value decomposition (SVD) on a data set. To invoke SVD, the processor may sparsify, with the database, the data set to produce a sparse data set, iteratively decompose, with the database, the data set to produce a set of eigenvalues, solve, with the database a linear system to produce a set of eigenvectors, and multiply, with the database, the eigenvectors with the data set to produce a data set of reduced dimension.
公开/授权文献
- US20180121527A1 SINGULAR VALUE DECOMPOSITIONS 公开/授权日:2018-05-03
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