Invention Grant
- Patent Title: Peer-based optimal performance configuration recommendation
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Application No.: US15700398Application Date: 2017-09-11
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Publication No.: US10397370B2Publication Date: 2019-08-27
- Inventor: Byung Chul Tak , Salman A. Baset , Sahil Suneja , Canturk Isci
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Edward J. Wixted, III
- Main IPC: G06F15/177
- IPC: G06F15/177 ; H04L29/08 ; G06F17/18 ; G06F17/16 ; G06F11/30

Abstract:
In an approach for determining optimal performance-related configurations of applications by analyzing peer data, a processor monitors instances of an application, wherein the instances of the application are running on a plurality of devices. A processor receives data related to: configuration parameters of the application, system parameters of the plurality of devices, and performance metrics of the plurality of devices. A processor determines correlation and dependencies between the configuration parameters with associated system parameters, using: an all pair analysis and a Pearson product-moment correlation coefficient (PPMCC). A processor determines dependencies between the configuration parameters with performance metrics. A processor recommends to a user, configuration settings of the application, based on the analysis of the data.
Public/Granted literature
- US20190082033A1 PEER-BASED OPTIMAL PERFORMANCE CONFIGURATION RECOMMENDATION Public/Granted day:2019-03-14
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