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Alink、Tensorflow on Flink 在京东的应用

本文整理自京东搜索推荐算法工程师张颖、刘露在 Flink Forward Asia 2021 的分享。主要内容包括：背景京东搜索推荐机器学习现状基于 Alink 实现在线学习Tensorflow on Flink 应用规划FFA 2021 直播回放 & 演讲 PDF 下载一、背景搜索和推荐是...

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TensorFlow On Flink 原理解析

作者：陈戊超（仲卓），阿里巴巴技术专家深度学习技术在当代社会发挥的作用越来越大。目前深度学习被广泛应用于个性化推荐、商品搜索、人脸识别、机器翻译、自动驾驶等多个领域，此外还在向社会各个领域迅速渗透。背景当前，深度学习的应用越来越多样化，随之涌现出诸多优秀的计算框架。其中 TensorFlow，...

如果想搭建一套分布式的训练集群，除了kafka、TensorFlow、hadoop、flink、zo

如果想搭建一套分布式的训练集群，除了kafka、TensorFlow、hadoop、flink、zookeeper，还需要搭建什么吗? 本问题来自阿里云开发者社区的【11大垂直技术领域开发者社群】。点击这里欢迎加入感兴趣的技术领域群。

有没有拿flink和tensorflow集成的？

有没有拿flink和tensorflow集成的？本问题来自阿里云开发者社区的【11大垂直技术领域开发者社群】。点击这里欢迎加入感兴趣的技术领域群。

想问下 Flink 和 Tensorflow 结合这点有成熟些的方案么？有些团队有这个需求，但目前各种方案感觉都或多或少有问题、

转自钉钉群21789141：想问下 Flink 和 Tensorflow 结合这点有成熟些的方案么？有些团队有这个需求，但目前各种方案感觉都或多或少有问题、

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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