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但进入 2026 年,这个问题正在被重新定义。随着 AI 应用的爆发式增长,数据系统不再只是分析工具,而逐渐成为 智能系统的一部分。数据不再只是被查询,而是被 Agent 调用、被模型理解、被系统实时消费。
在过去几年中,数据基础设施的演进始终围绕一个核心问题展开:如何更快地分析数据?但进入 2026 年,这个问题正在被重新定义。随着 AI 应用的爆发式增长,数据系统不再只是分析工具,而逐渐成为 智能系统的一部分。数据不再只是被查询,而是被 Agent 调用、被模型理解、被系统实时消费。在这样的背景下,Apache Doris ...
Goldman Sachs Research projects U.S. data centers will consume ~8% of national electricity by 2030, up from ~3% in 2022.
本文并非官方文档的简单翻译,而是结合多方信息源和实战经验,对 Spark 3 到 Spark 4 的迁移进行一次系统性梳理。我们将从"必须改"、"容易踩坑"、"值得利用"三个维度,帮助你制定一个清晰的迁移路线图。
A technical build log of the Multi-Agent Control Room, where AI agents pay invoices, escalate denials, and every action is ...
编注:我们会不定期挑选 Matrix 的优质文章,展示来自用户的最真实的体验和观点。 文章代表作者个人观点,少数派仅对标题和排版略作修改。▍背景最近对养龟产生了兴趣,家里陆续来了 6 只:草龟、地图龟、西非侧颈龟、三只黄喉拟水龟。龟缸上装了 ...