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Michael Stonebraker | Big Data is (at least) Four Different Problems

Michigan Engineering
5 人推荐 · 跨 5 个月 · 2015–2024
数据库与存储系统数据科学与统计学
Michael Stonebraker | Big Data is (at least) Four Different Problems

中文导读

数据库领域泰斗、图灵奖得主 Michael Stonebraker 拨开术语迷雾,指出所谓“大数据”本质上是四类完全不同的挑战:大容量简分析、复杂大分析、高吞吐流式(velocity)与多源异构(variety),并对各赛道的技术走向给出了犀利预判。

为什么 HN 推它

来自体系结构宗师的第一性原理剖析,不随大流、毫无玄学,直接戳破了当年 NoSQL 与大数据的营销泡沫,常年被 HN 读者作为架构必读材料。

「图灵奖得主 Michael Stonebraker 带来的一场极其有深度且耐人寻味的精彩演讲。」HN 网友原话:a rather interesting talk by a very thoughtful Turing award winning engineer named Michael Stonebraker
英文原摘要(HackerTube / Claude 整理)

Database pioneer Michael Stonebraker argues that 'big data' is really at least four different problems: big volumes with small analytics, big analytics, velocity, and variety. He comments on where each market is heading.

HN points to it as a thoughtful, first-principles take from a Turing award winner that cuts through NoSQL and big data hype.

HN 上的提及

rec mattste · 2015-12 · HN 原文
Definitely worth a watch.
rec jasode · 2016-04 · HN 原文
I think a better presentation to flesh out these ideas is the following youtube video
strong_rec edejong · 2017-08 · HN 原文
a rather interesting talk by a very thoughtful Turing award winning engineer named Michael Stonebraker
reference elvinyung · 2017-12 · HN 原文
Mike Stonebraker says that there are no fast distributed transactions
rec wenc · 2020-06 · HN 原文
I enjoyed his talk on "Why Big Data is at least 4 different problems

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