Resilient Software Design Through Cognitive-Aware Antipattern Propagation in 4+1 Architectural Views

This paper proposes a formal framework to model the propagation of software antipatterns across architectural layers, quantifying their impact using principles from complex systems theory, technical debt economics, and cognitive load theory. By extending the 4+1 architectural view model with a propagation graph and economic simulation, the proposed framework enables software teams to predict, visualize, and mitigate the systemic effects of structural faults. We support our proposal with a mathematical model, a conceptual propagation engine, and simulation results

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Publication Details

Journal
Applied Sciences
Published
2025-08-29
DOI
https://doi.org/10.3390/app15179526
Primary Topic
Software Engineering Research
Type
article
Field-Weighted Citation Impact
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article

Resilient Software Design Through Cognitive-Aware Antipattern Propagation in 4+1 Architectural Views

Iván Ortiz-Garcés, Jenny Torres, Jorge Segovia, Roberto Andrade
Applied Sciences
Software Engineering Research
article

Resilient Software Design Through Cognitive-Aware Antipattern Propagation in 4+1 Architectural Views

Iván Ortiz-Garcés, Jenny Torres, Jorge Segovia, Roberto Andrade
article en

Abstract

This paper proposes a formal framework to model the propagation of software antipatterns across architectural layers, quantifying their impact using principles from complex systems theory, technical debt economics, and cognitive load theory. By extending the 4+1 architectural view model with a propagation graph and economic simulation, the proposed framework enables software teams to predict, visualize, and mitigate the systemic effects of structural faults. We support our proposal with a mathematical model, a conceptual propagation engine, and simulation results

Applied SciencesVol. 15(17)
Universidad de Las Américas (EC), National Polytechnic School (EC), Universidad San Francisco de Quito (EC)
Openalex Percentile: Top 65%
Software Engineering Research
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Resilient Software Design Through Cognitive-Aware Antipattern Propagation in 4+1 Architectural Views — Iván Ortiz-Garcés, Jenny Torres, et al. · Applied Sciences (2025) | TGRS Research Map | TGRS