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AIDA-DB: a data management architecture for the edge and cloud continuum

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Resumo:There is an increasing demand for stateful edge computing for both complex Virtual Network Functions (VNFs) and application services in emerging 5G networks. Managing a mutable persistent state in the edge does however bring new architectural, performance, and dependability challenges. Not only it has to be integrated with existing cloud-based systems, but also cope with both operational and analytical workloads and be compatible with a variety of SQL and NoSQL database management systems. We address these challenges with AIDA-DB, a polyglot data management architecture for the edge and cloud continuum. It leverages recent development in distributed transaction processing for a reliable mutable state in operational workloads, with a flexible synchronization mechanism for efficient data collection in cloud-based analytical workloads.
Autores principais:Faria, Nuno
Outros Autores:Costa, Daniel; Pereira, José; Vilaça, Ricardo Manuel Pereira; Ferreira, Luís; Coelho, Fábio
Assunto:Data management Hybrid transactional analytical processing Polyglot processing Stateful edge
Ano:2022
País:Portugal
Tipo de documento:comunicação em conferência
Tipo de acesso:acesso aberto
Instituição associada:Universidade do Minho
Idioma:inglês
Origem:RepositóriUM - Universidade do Minho

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