大数据

(吴迪)SDM3712022秋 2021秋  
2022秋 2021秋
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选课类别:专业任务 教学语言:英文
课程类别:专业选修课 开课单位:系统设计与智能制造学院
课程层次:本科 获得学分:3.0
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课程简介(教工部数据)
课程介绍在按照摩尔定律发展的半导体技术驱动下,随着算力和数据的高速增长,大数据如何成为类似瓦特蒸汽机的新一轮工业革命推手。本课程从半导体技术发展开始,着重讲解从低功耗IoT节点到边缘计算再到云端数据中心的相关技术的基本概念,结合产业界案例介绍具体的应用和技术路线的演进。


This course is about the historical phenomenon that driven by modern semiconductor technologies that follows Moore’s law, the amount of computing power and data available has grown unprecedentedly, making big data the powerhouse of the next industrial revolution like Watt’s steam engine did in the 18th century. This course starts from the evolution of semiconductor technologies (sand) and ends in the latest progress in cloud computing (cloud). While elaborating basic concepts such as low-power IoT nodes, edge-computing and cloud computing at data centers, it also addresses the evolution of relevant industries with several case studies.
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