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Incremental Construction for Scalable Component-Based Systems.

Tauseef Rana1, Abdullah Baz2

  • 1Department of Computer Software Engineering, MCS, National University of Sciences and Technology, Islamabad 44000, Pakistan.

Sensors (Basel, Switzerland)
|March 12, 2020
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Summary
This summary is machine-generated.

Smart sensors transform cyber-physical systems, necessitating optimized construction. This study redefines incremental building for scalability, recommending the EX-MAN component model for behavior-preserving system development.

Keywords:
ADLsEX-MANcomponent modelcompositionexogenous connectorincremental constructionweb-services

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Area of Science:

  • Computer Science
  • Software Engineering

Background:

  • Smart sensors and the Internet of Things (IoT) have revolutionized cyber-physical systems (CPS) in various sectors.
  • The increasing complexity and scale of these sensor-based systems present significant challenges in construction and maintenance.
  • Existing development processes require optimization to handle the demands of modern, large-scale CPS.

Purpose of the Study:

  • To redefine an incremental construction process for sensor-based cyber-physical systems, focusing on scalability and behavior preservation.
  • To investigate the effectiveness of component-based development (CBD) approaches for enhancing system construction.
  • To propose a taxonomy of component models based on component/system behavior and recommend the most suitable model.

Main Methods:

  • Redefinition of an incremental construction process emphasizing behavior preservation.
  • Investigation of component-based development approaches and existing component models (objects, architectural units, encapsulated components).
  • Proposal of a taxonomy for component models based on component/system behavior.
  • Design and evaluation of three example systems using the proposed process and the EX-MAN component model.

Main Results:

  • A redefined incremental construction process tailored for scalable, sensor-based systems.
  • A comprehensive taxonomy categorizing component models by their behavioral aspects.
  • Identification and recommendation of the EX-MAN component model as highly suitable for the proposed process.
  • Validation of the process and EX-MAN model through practical system examples.

Conclusions:

  • The redefined incremental construction process effectively addresses scalability challenges in sensor-based CPS.
  • Component-based development, particularly using the EX-MAN model, offers a robust solution for behavior-preserving system development.
  • The proposed approach and model provide a valuable framework for constructing complex, intelligent cyber-physical systems.