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Containerized Architecture Performance Analysis for IoT Framework Based on Enhanced Fire Prevention Case Study:

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Summary
This summary is machine-generated.

This study introduces a smart building framework using Internet of Things (IoT) and edge computing. It enhances occupant comfort and safety through efficient resource management and occupant prediction algorithms.

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Area of Science:

  • Computer Science
  • Smart Buildings
  • Internet of Things (IoT)

Background:

  • Buildings are evolving towards smart infrastructure for enhanced occupant comfort and safety.
  • Traditional building systems respond to safety concerns, but advanced technologies offer greater potential.
  • Internet of Things (IoT) and edge computing with virtualization can improve resource management and service isolation.

Purpose of the Study:

  • To propose a containerized architectural framework for concurrent IoT applications in smart buildings.
  • To develop and implement an occupant counting algorithm for real-time monitoring.
  • To evaluate the efficiency and resource utilization of different deployment architectures.

Main Methods:

  • Development of a prototype using sensor networks and containerized microservices.
  • Implementation of the DevOps paradigm for centralized management.
  • Deployment and testing of the framework in academic buildings over three months.
  • Testing various deployment architectures for optimal performance.

Main Results:

  • Successful deployment of a containerized framework supporting multiple IoT applications.
  • Validation of an occupant counting algorithm for accurate in-and-out tracking.
  • Identification of efficient deployment architectures based on resource utilization.
  • Acquisition of data for occupant prediction to aid safety policy.

Conclusions:

  • The proposed framework effectively supports diverse IoT applications in smart buildings.
  • Containerization and edge computing enhance resource management and service isolation.
  • Occupant prediction using collected data can significantly improve building safety measures.