hadoop系统spark 的相关内容

文章 2024-08-28 来自：开发者社区

Hadoop生态系统概览：从HDFS到Spark

引言 Hadoop是一个开源软件框架，用于分布式存储和处理大规模数据集。它由多个组件构成，旨在提供高可靠性、高可扩展性和成本效益的数据处理解决方案。本文将介绍Hadoop的核心组件，包括HDFS、MapReduce、YARN，并探讨它们如何与现代大数据处理工具如Spark集成。 Hadoop核心组件 HDFS (Hadoop Distrib...

文章 2023-07-17 来自：开发者社区

Hadoop生态系统中的机器学习与数据挖掘技术：Apache Mahout和Apache Spark MLlib的应用

Hadoop是一个开源的分布式计算框架，用于处理大规模数据集的存储和处理。随着大数据的快速发展，机器学习和数据挖掘技术在Hadoop生态系统中的应用也变得越来越重要。在本文中，我们将重点介绍Hadoop生态系统中的两个重要机器学习和数据挖掘技术：Apache Mahout和Apache Spark MLlib，并提供一些代码示...

文章 2023-07-17 来自：开发者社区

Hadoop生态系统中的流式数据处理技术：Apache Flink和Apache Spark的比较

Hadoop生态系统中的流式数据处理技术：Apache Flink和Apache Spark的比较引言：在大数据时代，处理海量的实时数据变得愈发重要。Hadoop生态系统中的两个主要的流式数据处理框架，Apache Flink和Apache Spark，都提供了强大的功能来应对这一挑战。本文将对这两个框架进行比较࿰...

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开源大数据平台 E-MapReduce

开源大数据平台 E-MapReduce（简称“EMR”）是云原生开源大数据平台，向客户提供简单易集成的Hadoop、Hive、Spark、Flink、Presto、ClickHouse、StarRocks、Delta、Hudi等开源大数据计算和存储引擎服务。

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EMR实时计算实践