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cs.SE2026
The Memory Wall of Green Software: Empirical Energy Evaluation of Memento Design Pattern
Imane Jriri, Tarik Houichime, Younes El Amrani
As Green Software Engineering matures, energy efficiency has transitioned into a mission-critical non-functional requirement. While software design patterns ensure structural integ…
cs.SE2026
SEER: Spectral Entropy Encoding of Roles for Context-Aware Attention-Based Design Pattern Detection
Tarik Houichime, Younes El Amrani
This paper presents SEER, an upgraded version of our prior method Context Is All You Need for detecting Gang of Four (GoF) design patterns from source code. The earlier approach mo…
cs.SE2025
Introduction to Analytical Software Engineering Design Paradigm
Tarik Houichime, Younes El Amrani
As modern software systems expand in scale and complexity, the challenges associated with their modeling and formulation grow increasingly intricate. Traditional approaches often f…