March 2025
Intermediate to advanced
286 pages
8h 51m
Portuguese (Portugal, Brazil)
Content preview from Arquitetura prática da Lakehouse
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Capítulo 9. A casa do lago do futuro
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Parabéns! Chegaste ao último capítulo deste livro. Espero que agora compreendas a arquitetura da lakehouse, os seus conceitos fundamentais e as diferentes opções tecnológicas disponíveis para a implementação de uma lakehouse.
No capítulo anterior, falámos sobre como construir uma casa do lago no mundo real. Neste capítulo, vou discutir algumas das abordagens alternativas, não convencionais e futuristas para a construção de uma casa de lago. Selecionei a dedo algumas tecnologias, produtos e abordagens de design que, na minha opinião, irão moldar o futuro do design de casas do lago e a sua adoção pela comunidade de dados. Enquanto algumas já se tornaram comuns, outras ainda estão em modo experimental.
Neste capítulo, vamos explorar:
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Diferentes abordagens como data mesh, HTAP e Zero ETL, em combinação com a arquitetura lakehouse, para implementar plataformas de dados
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Caraterísticas de interoperabilidade e futuros formatos de ficheiros e tabelas
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Plataformas geridas que podem simplificar as implementações de lakehouse em Clouds públicas e privadas
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Utilização da IA numa casa do lago
Como o mundo dos dados muda rapidamente, alguns desses padrões de design e metodologias podem se tornar a abordagem padrão para a implementação de plataformas de dados, enquanto outros podem não atrair muitos adeptos. Em qualquer dos casos, ...
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