Microservice-Based Architecture for Situation Awareness in Network Digital Twin

Real-time digital twin of network functionalities and behaviors at different levels, namely network digital twin (NDT), is essential for efficient next-generation (xG) network and service management. To accurately represent and emulate the network behavior, NDT requires real-time situation awareness. This paper introduces a microservice-based architecture (MSA) for exposing situation awareness in NDT. Multimodal localization and sensing provide situational information of connected devices and unconnected targets employing heterogeneous technologies, namely xG, ultra-wideband, and radar. We propose a data model to describe generic assets incorporating situational information for its integration within NDT. A case study shows the functionalities of the proposed architecture in an industrial network considering a use case of mobile robots.

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Publication Details

Journal
IEEE Networking Letters
Published
2025-10-15
DOI
https://doi.org/10.1109/lnet.2025.3621696
Primary Topic
Software System Performance and Reliability
Type
article
Field-Weighted Citation Impact
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article

Microservice-Based Architecture for Situation Awareness in Network Digital Twin

Andrea Conti, Carlos A. Gómez-Vega, Alessandro Vaccari, Moe Z. Win et al.
IEEE Networking Letters
Software System Performance and Reliability
article

Microservice-Based Architecture for Situation Awareness in Network Digital Twin

Andrea Conti, Carlos A. Gómez-Vega, Alessandro Vaccari, Moe Z. Win, Riccardo Marini, Francesco De Ferrari
article en

Abstract

Real-time digital twin of network functionalities and behaviors at different levels, namely network digital twin (NDT), is essential for efficient next-generation (xG) network and service management. To accurately represent and emulate the network behavior, NDT requires real-time situation awareness. This paper introduces a microservice-based architecture (MSA) for exposing situation awareness in NDT. Multimodal localization and sensing provide situational information of connected devices and unconnected targets employing heterogeneous technologies, namely xG, ultra-wideband, and radar. We propose a data model to describe generic assets incorporating situational information for its integration within NDT. A case study shows the functionalities of the proposed architecture in an industrial network considering a use case of mobile robots.

IEEE Networking LettersVol. 8
University of Ferrara (IT), Istituto Nazionale di Fisica Nucleare, Centro Nazionale Analisi Fotogrammi (IT), Decision Systems (United States) (US), Massachusetts Institute of Technology (US)
Openalex Percentile: Top 65%
Software System Performance and Reliability
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Microservice-Based Architecture for Situation Awareness in Network Digital Twin — Andrea Conti, Carlos A. Gómez-Vega, et al. · IEEE Networking Letters (2025) | TGRS Research Map | TGRS