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Home Centro de Aprendizagem Centro de Aprendizagem de Computação sem servidor Home Computação de borda vs Computação em nuvem

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Computação de borda vs Computação em nuvem

Casos de uso: Quando escolher Edge ou Cloud Computing

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Bem-vindo ao nosso Centro de Aprendizagem, onde vamos discutir Computação de Borda e Computação em Nuvem. Mergulhem nas principais diferenças, casos de uso e benefícios dessas abordagens computacionais, ajudando você a tomar decisões informadas sobre qual é a melhor opção.

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No domínio da computação moderna, destacam-se dois paradigmas: Computação de Borda e Computação em Nuvem. Ambos têm os seus pontos fortes únicos e são adequados para diferentes casos de uso.

O que é computação em nuvem?

A computação em nuvem refere-se à entrega de serviços de computação, incluindo servidores, armazenamento, bancos de dados, redes, software, análise e inteligência, através da Internet (“a nuvem”) para oferecer inovação mais rápida, recursos flexíveis e economias de escala. É mais conhecida pela sua capacidade de armazenar e processar grandes quantidades de dados, pela sua escalabilidade e eficiência no tratamento de tarefas que consomem muitos recursos. Saiba mais sobre a computação em nuvem .

O que é Edge Computing?

A Edge Computing, por outro lado, é uma estrutura de computação distribuída que aproxima aplicações empresariais de fontes de dados, como dispositivos de Internet das Coisas ou servidores de borda locais. Esta proximidade com os dados na sua fonte pode levar a melhorias significativas nos tempos de resposta e poupar largura de banda. A computação de borda está emergindo como um componente crítico em muitas implantações de Internet das Coisas. Descubra mais sobre a computação de borda .

Principais diferenças entre Edge e Cloud Computing

Localização do processamento de dados : A computação em nuvem processa dados em servidores remotos, normalmente em centros de dados. A computação de borda processa dados em dispositivos locais ou mais próximos da fonte de dados.
Latência : A computação de borda oferece menor latência devido à proximidade com a fonte de dados, tornando-a ideal para aplicações em tempo real. Em contraste, a computação em nuvem pode envolver maior latência devido a dados que viajam em distâncias maiores.
Uso da largura de banda : A computação de borda reduz a quantidade de dados que devem viajar para a nuvem, reduzindo assim o uso e os custos da largura de banda. A computação em nuvem, embora eficiente, muitas vezes requer mais largura de banda para transferir dados de e para servidores remotos.
Escalabilidade : A computação em nuvem fornece escalabilidade significativa, permitindo que as empresas expandam facilmente os seus recursos de computação. A computação de borda é menos sobre escalabilidade e mais sobre a redução da latência e do uso da largura de banda.
Casos de uso : A computação de borda é frequentemente usada em dispositivos de Internet das Coisas, em veículos autónomos e em aplicações de cidades inteligentes. A computação em nuvem é usada para análise de big data, serviços de e-mail e várias outras aplicações que exigem um poder computacional substancial.

Integração de Edge e Cloud Computing

Em muitos cenários, a abordagem mais eficaz é uma abordagem híbrida que aproveita tanto a computação de borda como a computação em nuvem. O Edge pode lidar com computação imediata e processamento de dados localmente, enquanto a nuvem pode ser usada para armazenamento de dados a longo prazo e tarefas mais intensivas em recursos. Esta abordagem é particularmente eficaz em arquiteturas sem servidor e aplicações de Internet das Coisas.

Considerações de segurança

Ambos têm desafios de segurança únicos. A computação de borda requer a proteção de vários dispositivos e nós locais, enquanto a computação em nuvem deve garantir a transmissão e armazenamento seguros de dados na nuvem. Compreender a segurança de aplicações web é crucial em ambos os casos.

A computação de borda e a computação em nuvem servem funções diferentes, mas complementares, no ECOSSISTEMA DE TI. A computação de borda se destaca em situações em que velocidade e latência reduzida são cruciais, enquanto a computação em nuvem oferece escalabilidade e poder inigualáveis para tarefas de processamento complexas.

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