Apache Flink 是 Apache 软件基金会的顶级项目,是一款开源的分布式大数据实时处理框架,专为高吞吐量、低延迟的数据流处理而设计。它具备统一的流批一体处理能力,提供精确一次的状态一致性保证,越来越多的企业选择将 Apache Flink 应用于自身丰富的业务场景 ...
在构建实时数仓的过程中,如何快速、正确的同步业务数据是最先面临的问题,本文主要讨论一下如何使用实时处理引擎 Flink 和数据湖 Apache Iceberg 两种技术,来解决业务数据实时入湖相关的问题。 Flink CDC介绍 CDC 全称是 Change Data Capture,捕获变更数据,是一个 ...
实时数据处理向智能化方向全面进化,最新的流处处理引擎已经可以支持用户在 Java、Python 以及 Flink SQL 中定义和管理 AI 模型,并可在 Flink SQL 查询中实时调用任意模型,实现数据流上的即时推理与智能决策。 近日,Apache Flink项目管理委员会(PMC)宣布新的动态 ...
Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. In this episode, Thomas Betts chats with ...
Flink search delivers a unified interface for querying vector databases, simplifying the data enrichment process Built-in ML functions open the full potential of AI-driven analytics to non-data ...
Stream computing is a key platform for a growing range of data-rich, low-latency applications. More online apps — such as mobility, the “internet of things,” media, gaming and serverless — require a ...
The processing demands for a video content service like Netflix Inc. are almost unimaginable. A consumer audience of over 109 million subscribers enjoys 125 million hours of TV and movie content via ...