HADOOP生态系统 - 翻译成英语

• hadoop ecosystem

在 中文 中使用 Hadoop生态系统 的示例及其翻译为 英语

作为Hadoop生态系统的一部分，这个Apache项目提供了基于Web的直观界面，可用于配置、管理和监控Hadoop集群。
Part of the Hadoop ecosystem, this Apache project offers an intuitive Web-based interface for provisioning, managing, and monitoring Hadoop clusters.

作为Hadoop生态系统的一部分，提供了基于Web的直观界面，可用于配置、管理和监控Hadoop集群。
As part of the Hadoop ecosystem, a web-based, intuitive interface can be used to configure, manage, and monitor Hadoop clusters.

Google和Hadoop生态系统都致力于让MapReduce成为可用的点对点分析工具。
Google and the Hadoop ecosystem worked very hard to make MapReduce an approachable tool for ad hoc analyses.

除了主流产品外，Hadoop生态系统中相关产品的未来也存在疑问。
Aside from the main product offerings, there are questions about the future of related products in the Hadoop ecosystem.

通过指导性的讨论互动和实践，学员将使用Hadoop生态系统学习到如下内容：.
Through instructor-led discussion and interactive, hands-on exercises, participants will navigate the Hadoop ecosystem, learning how to.

值得注意的是，领先的大数据工具--也是Hadoop生态系统的一部分，都是开源的。
It's noteworthy that the leading big data tools- those that are part of the Hadoop ecosystem- are all open source.

支持MapReduce和Hadoop生态系统-选择的数据格式必须支持MapReduce和其他Hadoop生态系统关键项目，例如Hive。
Support for MapReduce and Hadoop ecosystems-the data format chosen must support MapReduce and other key projects in the Hadoop ecosystem, such as hive.

Genie是一系列REST-ful服务，用来管理Hadoop生态系统中的作业和资源。
Genie is a set of REST-ful services for job and resource management in the Hadoop ecosystem.

Hadoop的主要发行版（HortonWorks,Cloudera,MapR）封装了Hadoop生态系统的组成成分，便于lambda架构的实施。
The main distributions of Hadoop(Horton Works, Cloudera, MapR) have packaged the components of the Hadoop ecosystem, thus facilitating the implementation of lambda architectures.

该方案所需的分析工具很简单，通常会利用SQL接口把那些遗留工具接入Hadoop生态系统，并使用ApacheHive。
The analytics tools required were basic and straightforward decisions mostly leveraging SQL interfaces into the Hadoop ecosystem for legacy tools and using Apache Hive.

一个在线课程，旨在提供机器学习和大数据的融合，Mahout适合Hadoop生态系统。
The online course is designed to provide a blend of Machine learning& Big Data and where Mahout fits in the Hadoop Ecosystem.

Kudu共享Hadoop生态系统应用的常见技术特性:它在commodityhardware（商品硬件）上运行，horizontallyscalable（水平可扩展），并支持highlyavailab.
Kudu shares the common technical properties of Hadoop ecosystem applications: it runs on commodity hardware, is horizontally scalable, and supports highly available operation.

例如，数据科学家可能使用Hadoop生态系统来为其数据问题提供答案，而数据工程师可能正在编程一个迭代机器学习算法以在Spark集群上运行。
For example, a data scientist might use the Hadoop ecosystem for answers to data questions, and a data engineer might be using programming algorithms.

ApacheParquet是一种列式存储格式，可用于Hadoop生态系统中的任何项目，无论选择何种数据处理框架，数据模型或编程语言。
A columnar storage format open to all projects in the Hadoop ecosystem, regardless of data model, the choice of data processing framework or programming language.

HADOOP生态系统有一个规定，来复制输入数据到其他群集节点。
HADOOP ecosystem has a provision to replicate the input data on to other cluster nodes.

什么是Hadoop生态系统.
What is Hadoop ecosystem?

下图显示了Hadoop生态系统的各种组件.
Below diagram shows various components in Hadoop ecosystem-.

让我们来看一下hadoop生态系统。
Let's take a look at the Hadoop ecosystem.

因此，它可以完全独立于Hadoop生态系统工作。
As such, it can work completely independently of the Hadoop ecosystem.

Hadoop还指ApacheHadoop生态系统中的许多其他软件包。
Hadoop can also refer to a number of additional software packages in the Apache Hadoop ecosystem.