Invention Grant
- Patent Title: Performance analysis apparatus and performance analysis method
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Application No.: US17194538Application Date: 2021-03-08
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Publication No.: US11762562B2Publication Date: 2023-09-19
- Inventor: Mineyoshi Masuda , Yosuke Himura , Kouichi Murayama
- Applicant: Hitachi, Ltd.
- Applicant Address: JP Tokyo
- Assignee: HITACHI, LTD.
- Current Assignee: HITACHI, LTD.
- Current Assignee Address: JP Tokyo
- Agency: BAKER BOTTS L.L.P.
- Priority: JP 20090456 2020.05.25
- Main IPC: G06F3/06
- IPC: G06F3/06 ; G06N5/04 ; G06F11/34 ; G06Q10/04

Abstract:
The present invention aims to specify a bottlenecked resource more accurately in an IT system.
In a performance analysis apparatus which includes a processing device, a storage device and an input/output interface and analyzes a performance of an IT system, the processing device creates an overall performance prediction model by using a nonlinear regression algorithm with a first overall performance value being set as an objective variable and with a first resource performance value being set as an explanatory variable, creates an explanatory model by inputting the overall performance prediction model and using an XAI technology and calculates a degree of per-resource influence on the overall performance value which is output by inputting a second resource performance value into the explanatory model.
In a performance analysis apparatus which includes a processing device, a storage device and an input/output interface and analyzes a performance of an IT system, the processing device creates an overall performance prediction model by using a nonlinear regression algorithm with a first overall performance value being set as an objective variable and with a first resource performance value being set as an explanatory variable, creates an explanatory model by inputting the overall performance prediction model and using an XAI technology and calculates a degree of per-resource influence on the overall performance value which is output by inputting a second resource performance value into the explanatory model.
Public/Granted literature
- US20210365189A1 PERFORMANCE ANALYSIS APPARATUS AND PERFORMANCE ANALYSIS METHOD Public/Granted day:2021-11-25
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