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Home Centro de aprendizaje Centro de Aprendizaje sin servidor de Computación Home Edge Computing vs Cloud Computing

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Edge Computing vs Cloud Computing

Casos de uso: Cuándo elegir Edge o Cloud Computing

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Bienvenido a nuestro Centro de Aprendizaje, donde discutiremos Edge Computing y Cloud Computing. Sumérgete en las principales diferencias, casos de uso y beneficios de estos enfoques informáticos, ayudándote a tomar decisiones informadas sobre cuál es la mejor opción.

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En el ámbito de la computación moderna, se destacan dos paradigmas: Edge Computing y Cloud Computing. Ambos tienen sus fortalezas únicas y son adecuados para diferentes casos de uso.

¿Qué es Cloud Computing?

Cloud Computing se refiere a la prestación de servicios informáticos (incluidos servidores, almacenamiento, bases de datos, redes, software, análisis e inteligencia) a través de Internet (“la nube”) para ofrecer una innovación más rápida, recursos flexibles y economías de escala. Es mejor conocido por su capacidad para almacenar y procesar grandes cantidades de datos, su escalabilidad y su eficiencia en el manejo de tareas que requieren un uso intensivo de recursos. Obtenga más información sobre cloud computing.

¿Qué es Edge Computing?

Edge Computing, por otro lado, es un marco de computación distribuida que acerca las aplicaciones empresariales a fuentes de datos como dispositivos IoT o servidores perimetrales locales. Esta proximidad a los datos en su origen puede llevar a mejoras significativas en los tiempos de respuesta y ahorrar ancho de banda. El Edge Computing está emergiendo como un componente crítico en muchas implementaciones de IoT. Descubra más sobre EDGE computing.

Diferencias clave entre Edge y Cloud Computing

Ubicación del procesamiento de datos: Cloud Computing procesa datos en servidores remotos, normalmente en centros de datos. Edge Computing procesa datos en dispositivos locales o más cerca de la fuente de datos.
Latencia: Edge Computing ofrece menor latencia debido a la proximidad a la fuente de datos, lo que la hace ideal para aplicaciones en tiempo real. Por el contrario, la computación en la nube puede implicar una latencia más alta debido a que los datos viajan a distancias más largas.
Uso de ancho de banda: Edge Computing reduce la cantidad de datos que deben viajar a la nube, lo que reduce el uso y los costos del ancho de banda. La computación en la nube, aunque eficiente, a menudo requiere más ancho de banda para transferir datos hacia y desde servidores remotos.
Escalabilidad: La computación en la nube proporciona una escalabilidad significativa, lo que permite a las empresas expandir fácilmente sus recursos informáticos. La computación perimetral se refiere menos a la escalabilidad y más a la reducción de la latencia y el uso del ancho de banda.
Casos de uso : La computación de borde se utiliza a menudo en dispositivos IoT, vehículos autónomos y aplicaciones de ciudades inteligentes. La computación en la nube se utiliza para el análisis de big data, servicios de correo electrónico y varias otras aplicaciones que requieren una potencia informática sustancial.

Integración de Edge y Cloud Computing

En muchos escenarios, el enfoque más efectivo es uno híbrido que aprovecha tanto la computación de borde como la computación en nube. Edge puede manejar la computación inmediata y el procesamiento de datos localmente, mientras que la nube se puede utilizar para el almacenamiento de datos a largo plazo y tareas que requieren más recursos. Este enfoque es particularmente efectivo en arquitecturas sin servidor y aplicaciones IoT.

Consideraciones de seguridad

Ambos tienen desafíos de seguridad únicos. La computación perimetral requiere proteger numerosos dispositivos y nodos locales, mientras que la computación en la nube debe garantizar la transmisión y el almacenamiento seguros de los datos en la nube. Entender la seguridad de las aplicaciones web es crucial en ambos casos.

Edge Computing y Cloud Computing sirven roles diferentes pero complementarios en el ecosistema DE TI. La computación perimetral se destaca en situaciones en las que la velocidad y la latencia reducida son cruciales, mientras que la computación en la nube ofrece una escalabilidad y potencia sin precedentes para tareas de procesamiento complejas.

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