In this study, we consider projects for the development of machine learning (ML) service systems that apply ML techniques to enterprise functions, and propose a method of representing the architecture and design patte...
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ISBN:
(纸本)9781665444880
In this study, we consider projects for the development of machine learning (ML) service systems that apply ML techniques to enterprise functions, and propose a method of representing the architecture and design patterns for ML service systems. Based on the proposed method, we represent the items described in the pattern documents as elements in the enterprise architecture modeling and derived a generic model for ML architecture and designed patterns. By applying the proposed method and the generic pattern model, we analyze an existing ML designpattern and represent it as a model. Through modeling practice, we confirm that an effective use scenario occurs when using the represented model during the project activities, and we can revise or enhance the pattern documents consistently by applying the model.
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