大数据实时计算 Flink版spark 的相关内容

阿里云文档 2025-09-19

本文介绍了使用Flink、EMR Serverless Spark和Paimon构建流批一体数据湖分析的完整流程，包括数据写入、交互查询及Compact操作。

本文演示了使用实时计算Flink版和EMR Serverless Spark构建Paimon数据湖分析流程。该流程包括将数据写入OSS、进行交互式查询以及执行离线数据Compact操作。EMR Serverless Spark完全兼容Paimon，通过内置的DLF元数据与其他云产品（例如，实时计算Flink版）实现元数据互通，形成完整的流批一体化解决方案。它支持灵活的任务运行方式和参数配置，满足实...

文章 2023-09-17 来自：开发者社区

大数据Flink VS Spark

1 Flink VS Spark运行角色⚫ Spark Streaming 运行时的角色(standalone 模式)主要有：✓ Master:主要负责整体集群资源的管理和应用程序调度；✓ Worker:负责单个节点的资源管理，driver 和 executor 的启动等；✓ Driver:用户入口程序执行的地方，即 SparkContext 执行的地方，主要是 DAG 生成、stage划分、t....

文章 2023-05-24 来自：开发者社区

【大数据架构】Apache Flink和Apache Spark—比较指南

1. 目标在本教程中，我们将讨论Apache Spark和Apache Flink之间的比较。Apache spark和Apache Flink都是用于大规模批处理和流处理的开源平台，为分布式计算提供容错和数据分布。本指南提供了Apache Flink和Apache Spark这两种蓬勃发展的大数据技术在特性方面的明智比较。2. Apache Flink vs Apache Spark特性Apa....

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实时计算Flink版

阿里云实时计算Flink版(Alibaba Cloud Realtime Compute)，完全兼容开源的Apache Flink，比开源性能提升2～3倍，提供了完整的告警、监控、日志的解决方案、提升开发效率且无运维成本，并有社区专家提供技术支持。

立即开通

产品控制台

产品文档

实时同步

MySQL 到 Hologres

Kafka 到 Hologres

功能对比

开源Flink对比

成本优化

作业自动调优