Big Data Management

Big Data Management
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DOI:
10.1007/978-3-319-68837-4_4
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发表时间:
2019
期刊:
International Series in Operations Research & Management Science
影响因子:
--
通讯作者:
Peeyush Taori;Hemanth Kumar Dasararaju
Peeyush Taori;Hemanth Kumar Dasararaju
中科院分区:
其他
文献类型:
--
作者:
Peeyush Taori;Hemanth Kumar Dasararaju

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21世纪的特点是数字革命,这场革命正在颠覆每个行业的商业决策方式,无论是医疗保健、生命科学、金融、保险、教育、娱乐、零售等。数字革命,也被称为第三次工业革命,始于20世纪80年代,引发了技术的进步和演变,从模拟电子和机械设备到今天机器学习和人工智能形式的技术形态。今天,世界各地的人们通过各种社交媒体平台,如Facebook、Twitter、LinkedIn和YouTube,以各种形式互动和分享信息,如内容、图像或视频。此外,21世纪见证了手持设备和可穿戴设备的快速采用。我们今天使用的设备类型,无论是用于各种工业应用或家庭或个人使用的控制器或传感器,都在以惊人的速度生成数据。今天产生的大量数据通常被称为大数据。我们已经迎来了一个大数据驱动分析的时代,大数据不仅推动公司决策,还影响我们在日常生活中使用服务的方式。下面的一些统计数据有助于我们了解今天有多少数据渗透到我们的生活中:
The twenty-first century is characterized by the digital revolution, and this revolution is disrupting the way business decisions are made in every industry, be it healthcare, life sciences, finance, insurance, education, entertainment, retail, etc. The Digital Revolution, also known as the Third Industrial Revolution, started in the 1980s and sparked the advancement and evolution of technology from analog electronic and mechanical devices to the shape of technology in the form of machine learning and artificial intelligence today. Today, people across the world interact and share information in various forms such as content, images, or videos through various social media platforms such as Facebook, Twitter, LinkedIn, and YouTube. Also, the twenty-first century has witnessed the adoption of handheld devices and wearable devices at a rapid rate. The types of devices we use today, be it controllers or sensors that are used across various industrial applications or in the household or for personal usage, are generating data at an alarming rate. The huge amounts of data generated today are often termed big data. We have ushered in an age of big data-driven analytics where big data does not only drive decision-making for firms but also impacts the way we use services in our daily lives. A few statistics below help provide a perspective on how much data pervades our lives today: