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An Interoperable Component-Based Architecture for Data-Driven IoT System.

Sin Kit Lo1, Chee Sun Liew2, Kok Soon Tey3

  • 1Department of Computer System and Technology, Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur 50603, Malaysia. sinkitlo13@gmail.com.

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Summary
This summary is machine-generated.

This study introduces a new Internet of Things (IoT) architecture using component-based design for better device interoperability and system reusability. It features data-driven feedback for enhanced automation, reducing human data analysis dependency.

Keywords:
Internet of Things (IoT)component-based design methodologydata-driven mechanismedge computingsystem interoperability

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Area of Science:

  • Computer Science
  • Electrical Engineering
  • Information Technology

Background:

  • The Internet of Things (IoT) has seen significant growth in devices and data volume across various applications.
  • Current IoT architectures struggle with the heterogeneity of devices, operating systems, and protocols, hindering interoperability.
  • The expansion of IoT necessitates architectures that can manage diverse devices and services effectively.

Purpose of the Study:

  • To propose a novel IoT architecture addressing challenges in device interoperability, system reusability, and data-driven functionality.
  • To leverage a component-based design approach for creating loosely-coupled, interoperable service components.
  • To incorporate a data-driven feedback mechanism for increased system automation and reduced reliance on manual data analysis.

Main Methods:

  • Development of a new IoT architecture based on component-based design principles.
  • Integration of a data-driven feedback function for automated data analysis and decision-making.
  • Validation of the proposed architecture through a real-world use case and a proof-of-concept prototype.

Main Results:

  • The proposed architecture demonstrates viability and usability in managing heterogeneous IoT devices and services.
  • Component-based design facilitates the creation of interoperable and reusable service components.
  • The data-driven feedback function enhances system automation and reduces manual intervention in data analysis.

Conclusions:

  • The novel IoT architecture effectively tackles device interoperability and system reusability challenges.
  • The inclusion of data-driven feedback significantly improves automation and decision-making processes in IoT systems.
  • The component-based approach offers a flexible and scalable solution for future IoT deployments.