spark实时计算 Flink版大数据计算引擎主沉浮的相关内容

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 2019-04-28 来自：开发者社区

上：Spark VS Flink – 下一代大数据计算引擎之争，谁主沉浮？

作者简介王海涛，曾经在微软的 SQL Server和大数据平台组工作多年。带领团队建立了微软对内的 Spark 服务，主打 Spark Streaming。去年加入阿里实时计算部门，参与改进阿里基于 Apache Flink 的Blink 平台。导读：做大数据绝对躲不过的一个热门话题就是实时流计算，而提到实时流计算，就不得不提 Spark 和 Flink。Spark 从 2014 年左右开始迅....

文章 2018-11-14 来自：开发者社区

Spark比拼Flink：下一代大数据计算引擎之争，谁主沉浮？

下一代大数据计算引擎# 自从数据处理需求超过了传统数据库能有效处理的数据量之后，Hadoop 等各种基于 MapReduce 的海量数据处理系统应运而生。从 2004 年 Google 发表 MapReduce 论文开始，经过近 10 年的发展，基于 Hadoop 开源生态或者其它相应系统的海量数据处理已经成为业界的基本需求。但是，很多机构在开发自己的数据处理系统时都会发现需要面临一系列的问.....

文章 2018-10-15 来自：开发者社区

上：Spark VS Flink – 下一代大数据计算引擎之争，谁主沉浮？

导读：做大数据绝对躲不过的一个热门话题就是实时流计算，而提到实时流计算，就不得不提 Spark 和 Flink。Spark 从 2014 年左右开始迅速流行，刚推出时除了在某些场景比 Hadoop MapReduce 带来几十到上百倍的性能提升外，还提出了用一个统一的引擎支持批处理、流处理、交互式查询、机器学习等常见的数据处理场景。凭借高性能和全面的场景支持，Spark 早已成为众多大数据开发....

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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