Understanding mobility in networks : a node embedding approach.

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dc.contributor.authorBarros, Matheus Fellipe do Carmo
dc.contributor.authorFerreira, Carlos Henrique Gomes
dc.contributor.authorSantos, Bruno Pereira dos
dc.contributor.authorPereira Júnior, Lourenço Alves
dc.contributor.authorMellia, Marco
dc.contributor.authorAlmeida, Jussara Marques de
dc.date.accessioned2022-09-15T20:20:06Z
dc.date.available2022-09-15T20:20:06Z
dc.date.issued2021pt_BR
dc.description.abstractMotivated by the growing number of mobile devices capable of connecting and exchanging messages, we propose a methodology aiming to model and analyze node mobility in networks. We note that many existing solutions in the literature rely on topological measurements calculated directly on the graph of node contacts, aiming to capture the notion of the node’s importance in terms of connectivity and obility patterns beneficial for prototyping, design, and deployment of mobile networks. However, each measure has its specificity and fails to generalize the node importance notions that ultimately change over time. Unlike previous approaches, our methodology is based on a node embedding method that models and unveils the nodes’ importance in mobility and connectivity patterns while preserving their spatial and temporal characteristics. We focus on a case study based on a trace of group meetings. The results show that our methodology provides a rich representation for extracting different mobility and connectivity patterns, which can be helpful for various applications and services in mobile networks.pt_BR
dc.identifier.citationBARROS, M. F. C. et al. Understanding mobility in networks: a node embedding approach. Performance Evaluation Review. Disponível em: <https://arxiv.org/abs/2111.06161v1>. Acesso em: 29 abr. 2022.pt_BR
dc.identifier.doihttps://doi.org/10.48550/arXiv.2111.06161pt_BR
dc.identifier.issn0166-5316
dc.identifier.urihttp://www.repositorio.ufop.br/jspui/handle/123456789/15305
dc.identifier.uri2https://arxiv.org/abs/2111.06161v1pt_BR
dc.language.isoen_USpt_BR
dc.rightsrestritopt_BR
dc.subjectNetwork mobilitypt_BR
dc.subjectNode embeddingpt_BR
dc.subjectNetwork managementpt_BR
dc.titleUnderstanding mobility in networks : a node embedding approach.pt_BR
dc.typeArtigo publicado em periodicopt_BR
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