5 papers
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…
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…
Memory as Resonance: A Biomimetic Architecture for Infinite Context Memory on Ergodic Phonetic Manifolds
Tarik Houichime, Abdelghani Souhar, Younes El Amrani
The memory of contemporary Large Language Models is bound by a physical paradox: as they learn, they fill up. The linear accumulation (O(N)) of Key-Value states treats context as a…
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…
Reinforcement Learning-Based Monocular Vision Approach for Autonomous UAV Landing
Tarik Houichime, Younes EL Amrani
This paper introduces an innovative approach for the autonomous landing of Unmanned Aerial Vehicles (UAVs) using only a front-facing monocular camera, therefore obviating the requi…