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Дмитро Новак

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Open access Sep 2026

ARCHITECTURAL PATTERNS FOR SOFTWARE DESIGN OF INTELLIGENT SYSTEMS

The design of software for intelligent systems increasingly extends beyond model training to encompass the full lifecycle of a machine learning (ML) component within a production software system: data ingestion, feature preparation, model serving, monitoring, and retraining. Conventional software architecture patterns,...

Oleksandr Panasiuk, Дмитро Новак · 0 citations

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