Alibaba Cloud MaxCompute 解决方案 6 1 概要 Hadoop 在企业构建第一代大数据平台中成为主流的技术框架，但是随着企业信息化的高 速发展，在数字化、智能化的转型过程中，Hadoop 越来越复杂的技术架构和运维成本、平台 的稳定性和安全性、资源的弹性伸缩能力都遇到了瓶颈，严重阻碍了客户数据业务的发展。随着 提供了 Spark on MaxCompute 的解决 方案，使 MaxCompute 提供的兼容开源的 Spark 计算 服务，让它在统一的计算资源和数据集权限体系之上，提 供 Spark 计算框架，支持用户以熟悉的开发使用方式提 交运行 Spark 作业。 * 支持原生多版本 Spark 作业：Spark1.x/Spark2.x 作业 都可运行； * 开源系统的使用体验：Spark-submit 学习，扩展应用场景； 机器学习 PAI MaxCompute 内建支持的上百种机器学习算法，目前 MaxCompute 的机器学习能力由 PAI 产品进行统一提供 服务，同时 PAI 提供了深度学习框架、Notebook 开发 环境、GPU 计算资源、模型在线部署的弹性预测服务。 MaxCompute 的数据对 PAI 产品无缝集成。 存储 Pangu 阿里自研分布式存储服务，类似 HDFS。MaxCompute

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"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 7.12 Using Sprite in Stereotype You can use sprites within stereotype components #777777 } () "Data Access" as DA DA - [First Component] [First Component] ..> () HTTP : use HTTP - [Web Server] << Apache >> @enduml @startuml [AA] <> Guía de Referencia del Lenguaje PlantUML

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 7.12 Using Sprite in Stereotype You can use sprites within stereotype components ArrowFontName Impact ArrowColor #FF6655 ArrowFontColor #777777 } () "Data Access" as DA Component "Web Server" as WS << Apache >> DA - [First Component] [First Component] ..> () HTTP : use HTTP - WS @enduml

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 7.12 Using Sprite in Stereotype You can use sprites within stereotype components #777777 } () "Data Access" as DA DA - [First Component] [First Component] ..> () HTTP : use HTTP - [Web Server] << Apache >> @enduml @startuml [AA] <> Guía de Referencia del Lenguaje PlantUML

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 6.12 Using Sprite in Stereotype You can use sprites within stereotype components #777777 } () "Data Access" as DA DA - [First Component] [First Component] ..> () HTTP : use HTTP - [Web Server] << Apache >> Guía de Referencia del Lenguaje PlantUML (1.2020.23) 111 / 304 6.13 Personalización

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 6.12 Using Sprite in Stereotype You can use sprites within stereotype components #777777 } () "Data Access" as DA DA - [First Component] [First Component] ..> () HTTP : use HTTP - [Web Server] << Apache >> Guía de Referencia del Lenguaje PlantUML (1.2020.22) 100 / 292 6.13 Personalización

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 6.10 Using Sprite in Stereotype You can use sprites within stereotype components PlantUML (1.2019.4) 81 / 165 6.11 Personalización (Skinparam) 6 DIAGRAMA DE COMPONENTES HTTP - [Web Server] << Apache >> @enduml @startuml [AA] <> [BB] <> [CC] <>

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 6.10 Using Sprite in Stereotype You can use sprites within stereotype components PlantUML (1.2019.3) 81 / 157 6.11 Personalización (Skinparam) 6 DIAGRAMA DE COMPONENTES HTTP - [Web Server] << Apache >> @enduml @startuml [AA] <> [BB] <> [CC] <>

"Data Access" as DA DA - [First Component] [First Component] ..> HTTP : use note left of HTTP : Web Service only note right of [First Component] A note can also be on several lines end note @enduml individuales Puedes especificar un color despues de la definición del componente. @startuml component [Web Server] #Yellow @enduml 6.10 Using Sprite in Stereotype You can use sprites within stereotype components PlantUML (1.2019.2) 81 / 157 6.11 Personalización (Skinparam) 6 DIAGRAMA DE COMPONENTES HTTP - [Web Server] << Apache >> @enduml @startuml [AA] <> [BB] <> [CC] <>