کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5002167 1368449 2016 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Internet of Things and Big Data - The Disruption of the Value Chain and the Rise of New Software Ecosystems
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مکانیک محاسباتی
پیش نمایش صفحه اول مقاله
Internet of Things and Big Data - The Disruption of the Value Chain and the Rise of New Software Ecosystems
چکیده انگلیسی

:IoT connects devices, humans, places, and even abstract items like events. Driven by smart sensors, powerful embedded microelectronics, high-speed connectivity and the standards of the internet, IoT is on the brink of disrupting today's value chains. Big Data, characterized by high volume, high velocity and a high variety of formats, is a result of and also a driving force for IoT. The datafication of business presents completely new opportunities and risks. To hedge the technical risks posed by the interaction between “everything”, IoT requires comprehensive modelling tools. Furthermore, new IT platforms and architectures are necessary to process and store the unprecedented flow of structured and unstructured, repetitive and non-repetitive data in real-time. In the end, only powerful analytics tools are able to extract “sense” from the exponentially growing amount of data and, as a consequence, data science becomes a strategic asset.The era of IoT relies heavily on standards for technologies which guarantee the interoperability of everything. This paper outlines some fundamental standardization activities. Big Data approaches for real-time processing are outlined and tools for analytics are addressed. As consequence, IoT is a (fast) evolutionary process whose success in penetrating all dimensions of life heavily depends on close cooperation between standardization organizations, open source communities and IT experts.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: IFAC-PapersOnLine - Volume 49, Issue 29, 2016, Pages 275-282
نویسندگان
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