Original scientific paper

https://doi.org/10.17559/TV-20250907002962

Reliable Resource Placement with Migration Function for Internet of Things (IoT) - Based Ubiquitous Wireless Network in Smart Cities

Shanmugham M. ; Department of Electronics and Communication Engineering, Builders Engineering College, Kangayam - 638108, Tamilnadu, India *
Chandrasekaran V. ; Department of Electronics and Communication Engineering, Velalar College of Engineering and Technology, Erode - 638-12, Tamil Nadu, India

* Corresponding author.

Abstract

Smart City (SC) development with technological aspects depends on wireless communication and intelligent networks such as the Internet of Things (IoT). Wireless networks and IoT interconnect resources and projects them to be ubiquitous for various applications and user services. However, optimal placement of resources is mandatory to reduce their trivial usage and unavailability through migration features. This article proposes a Reliable Resource Placement (RRP) with Migration Function (MF) method to reduce the outage in SC communications. The outage due to overloaded network service demands is addressed with the help of a transfer learning network. The need for service migration and resource allocation intensity is decided by the learning network through continuous training. Based on the decisions, resource replacement for optimal service response is pursued through migrations. Therefore, the demand mitigation is eased through delayless migrations. This proposed RRP-MF reduces outage time by 13.79%, network overload by 14.04% and improves the response ratio by 13.41% for the maximum network load.

Keywords

IoT; resource migration; resource placement; smart city; transfer learning network

Hrčak ID:

348683

URI

https://hrcak.srce.hr/348683

Publication date:

30.6.2026.

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