Smart home systems are increasingly adopted for residential energy monitoring, automation, and access security; however, many implementations treat these functions separately, limiting operational coordination and timely user response. This study developed an ESP32-based prototype integrating environmental and electric...
Ryan Fikri, A. D. Samala, Gustia Fernando et al.· Bulletin of Electrical Engin...· 0 citations
Efficient cloud resource allocation requires controllers that anticipate workload variation rather than respond only after demand changes. This study evaluates an adaptive machine learning (AML) controller that integrates one-step-ahead random forest forecasting, capacity-constrained resource adjustment, and 24-hour mo...
A. D. Samala, Soha Rawas· Bulletin of Electrical Engin...· 0 citations
This study consolidates scattered literature into a comprehensive knowledge map, highlighting the urgent need for rigorous empirical evaluation to guide evidence-based integration of AI in programming education.
A. Samala, Natalie-Jane Howard, Soha Rawas· SN Social Sciences· 0 citations
The framework provides a pragmatic, classifier-agnostic defense layer deployable on freely accessible cloud platforms (Google Colab) without specialized quantum hardware, and offers viable post-quantum hardening for security-critical applications.
Soha Rawas, Mohammed Al Saleh, A. D. Samala et al.· Applied Computing and Inform...· 0 citations
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