Use este identificador para citar ou linkar para este item:
http://www.repositorio.ufop.br/jspui/handle/123456789/15305
Título: | Understanding mobility in networks : a node embedding approach. |
Autor(es): | Barros, Matheus Fellipe do Carmo Ferreira, Carlos Henrique Gomes Santos, Bruno Pereira dos Pereira Júnior, Lourenço Alves Mellia, Marco Almeida, Jussara Marques de |
Palavras-chave: | Network mobility Node embedding Network management |
Data do documento: | 2021 |
Referência: | BARROS, 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. |
Resumo: | Motivated 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. |
URI: | http://www.repositorio.ufop.br/jspui/handle/123456789/15305 |
Link para o artigo: | https://arxiv.org/abs/2111.06161v1 |
DOI: | https://doi.org/10.48550/arXiv.2111.06161 |
ISSN: | 0166-5316 |
Aparece nas coleções: | DECSI - Artigos publicados em periódicos |
Arquivos associados a este item:
Arquivo | Descrição | Tamanho | Formato | |
---|---|---|---|---|
ARTIGO_UnderstandingMobilityNetworks.pdf Restricted Access | 846 kB | Adobe PDF | Visualizar/Abrir |
Os itens no repositório estão protegidos por copyright, com todos os direitos reservados, salvo quando é indicado o contrário.