- Patent Title: Non-transitory computer-readable storage medium storing program for performing time-series analysis by calculating approximation calculation application degree, time-series analysis method for performing time-series analysis by calculating approximation calculation application degree, and information processing apparatus for performing time-series analysis by calculating approximation calculation application degree
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Application No.: US17228759Application Date: 2021-04-13
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Publication No.: US11615106B2Publication Date: 2023-03-28
- Inventor: Koichi Shirahata
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Patent Center
- Priority: JPJP2020-099274 20200608
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/2458 ; G06F16/22

Abstract:
A non-transitory computer-readable storage medium storing a program that causes a processor to execute a process. The process includes selecting a section from among a plurality of sections, performing on an input data group the time-series analysis from a top section to the section when each of a plurality of approximation application degrees is set in the section, based on a result of the performing, for each of the plurality of approximation application degrees is set, calculating an error and an index value for a result of the time-series analysis when an approximation calculation is not applied, the index value indicating a degree of speed-up, storing an approximation application degree in which the error falls within a range, and the index value obtained when the error falls within the range, and executing the time-series analysis on an another input data group by applying a combination of the approximation application degrees.
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