Invention Grant
- Patent Title: Singular value decompositions
-
Application No.: US15340218Application Date: 2016-11-01
-
Publication No.: US10762101B2Publication Date: 2020-09-01
- Inventor: Meichun Hsu , Lakshminarayan Choudur
- Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
- Applicant Address: US CA Santa Clara
- Assignee: MICRO FOCUS LLC
- Current Assignee: MICRO FOCUS LLC
- Current Assignee Address: US CA Santa Clara
- Main IPC: G06F16/25
- IPC: G06F16/25 ; G06F16/215

Abstract:
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.
Public/Granted literature
- US20180121527A1 SINGULAR VALUE DECOMPOSITIONS Public/Granted day:2018-05-03
Information query