A Software Architecture Model to Manage Heterogeneous Data using Edge Computing in 5G Environment

With the improvement of 5G communication service, the need for edge computing has become more apparent. The Mobile Edge Computing service (MEC) has become one of the best solutions for mobile User Equipment (UE) data processing. MEC provides more context-aware local processing of UE's data. Meanwhile, the MEC needs to manage the heterogeneous nature of UEs and the type of data format they provide. Therefore, a Heterogeneous Data Service Bus is developed to manage different types of data formats and organize them in efficient manner. We propose a software architecture model to address the management of data heterogeneity within computing edges. The architecture discussion showcases its applicability and proper handling of heterogeneous data in the Edge Computing Environment.

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Publication Details

Journal
International Journal of Integrated Science and Technology
Published
2024-11-04
DOI
https://doi.org/10.59890/ijist.v2i10.2620
Primary Topic
IoT and Edge/Fog Computing
Type
article
Field-Weighted Citation Impact
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article

A Software Architecture Model to Manage Heterogeneous Data using Edge Computing in 5G Environment

Majid Ayoubi, Abdul Rahman Safi, Jawid Ahmad Niazi
International Journal of Integrated Science and Technology
IoT and Edge/Fog Computing
article

A Software Architecture Model to Manage Heterogeneous Data using Edge Computing in 5G Environment

Majid Ayoubi, Abdul Rahman Safi, Jawid Ahmad Niazi
article en

Abstract

With the improvement of 5G communication service, the need for edge computing has become more apparent. The Mobile Edge Computing service (MEC) has become one of the best solutions for mobile User Equipment (UE) data processing. MEC provides more context-aware local processing of UE's data. Meanwhile, the MEC needs to manage the heterogeneous nature of UEs and the type of data format they provide. Therefore, a Heterogeneous Data Service Bus is developed to manage different types of data formats and organize them in efficient manner. We propose a software architecture model to address the management of data heterogeneity within computing edges. The architecture discussion showcases its applicability and proper handling of heterogeneous data in the Edge Computing Environment.

International Journal of Integrated Science and TechnologyVol. 2(10)
Kabul University (AF), Dalian University of Technology (CN), Ghazni University (AF)
Industry, innovation and infrastructure
Openalex Percentile: Top 78%
IoT and Edge/Fog Computing
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A Software Architecture Model to Manage Heterogeneous Data using Edge Computing in 5G Environment — Majid Ayoubi, Abdul Rahman Safi, et al. · International Journal of Integrated Science and Technology (2024) | TGRS Research Map | TGRS