The Department of Homeland Security is preparing a blanket purchase agreement to ensure the continued operation of its data lakehouse environment and intelligence platform. Sign up for the Potomac ...

Neo4j Aura Agent is an end-to-end platform for creating agents, connecting them to knowledge graphs, and deploying to ...

在这一现实考量下，主流做法自然倾向于将数据持续写入关系型数据库、时序数据库或早期数据仓库，再通过定时任务、轮询机制或调度系统进行周期性的批量计算。这种架构深度依赖于传统批处理体系，典型的实现形态包括数据库配合调度工具，或在既有数仓环境中叠加高频批作业。

沿着“五层蛋糕”展开，可以看到NVIDIA的自我定位开始转向为AI工厂的全栈架构设计者。