Invention Grant
- Patent Title: Effectiveness of service complexity configurations in top-down complex services design
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Application No.: US14977383Application Date: 2015-12-21
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Publication No.: US11120460B2Publication Date: 2021-09-14
- Inventor: Mari A. Fukuda , Kugamoorthy Gajananan , Shun Jiang , Aly S. Megahed , Taiga Nakamura , Mark A. Smith
- 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
- Agency: Sherman IP LLP
- Agent Kenneth L. Sherman; Hemavathy Perumal
- Main IPC: G06Q30/02
- IPC: G06Q30/02

Abstract:
One embodiment provides a method comprising receiving historic peer deals relating to at least one service, and a baseline and cost percentage estimation for each service. Historic peer cost data for each service is clustered to form at least one cluster. Each cluster includes similar unit costs, and has an assigned label. A classification model is trained based on each baseline received, each cost percentage estimation received, and each assigned label. For each assigned label, a corresponding probability distribution is computed based on the classification model. For each service of a new client solution, an assigned label for the service is predicted based on the classification model, and, based on a probability distribution corresponding to the assigned label predicted, transforming an initial range of historic peer cost data relating to the service into a narrower range for use in estimating a cost of the service with improved accuracy.
Public/Granted literature
- US20170178168A1 EFFECTIVENESS OF SERVICE COMPLEXITY CONFIGURATIONS IN TOP-DOWN COMPLEX SERVICES DESIGN Public/Granted day:2017-06-22
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