Creational Design Patterns for Dynamic Device Management in IoT Biometrics
Authors:- Vinayak Ashok Bharadi
Abstract:- This paper investigates the application of creational design patterns—specifically the Singleton and Factory patterns—in Java-based IoT frameworks for managing biometric devices. The study builds on Ramakrishna Manchana’s 2019 research on design patterns, demonstrating how these patterns can enhance scalability, modularity, and flexibility in IoT systems dealing with multimodal biometric data. By employing a dynamic configuration model, the proposed framework enables efficient device management and secure data processing, ensuring adaptability to evolving IoT requirements.
