Category: Software engineering

AHP model favors three-tier modular CASE tool architecture
A decision-support model using Analytic Hierarchy Process to select optimal application server architectures by evaluating multiple design criteria and architectural trade-offs.

Spectral metrics predicted requirements integration effort
Spectral graph metrics derived from NLP-extracted requirement networks predict integration effort with 95% correlation, outperforming traditional structural complexity measures for early-stage.

Support Vector Machine and Random Forest led software fault prediction
Review of machine learning techniques for software fault prediction from 2023-2025, examining algorithms, datasets, evaluation methods, and challenges in predictive modeling for software reliability.

Brooks’s ideas are used to frame joyful work
Analysis of Fred Brooks’s concepts of tractability and testability in software development, extended to understanding joyful work through Christian vocational theology and anthropology.

Docker’s technical evolution and continued adaptation
Retrospective analysis of Docker’s technical architecture, cross-platform expansion, and evolution toward modular standardization over a decade of development.

Nexa reports improved support efficiency and scalability
AI-powered multi-tenant SaaS platform integrating chatbots and voice assistants for scalable automated customer support with real-time dashboards and dynamic knowledge bases.






