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دسته بندی:
داده های بزرگ - big data
سال انتشار:
2018
عنوان انگلیسی مقاله:
Big data for internet of things: A survey
ترجمه فارسی عنوان مقاله:
داده های بزرگ برای اینترنت اشیا: یک مرور
منبع:
Sciencedirect - Elsevier - Future Generation Computer Systems, Accepted manuscript: doi:10:1016/j:future:2018:04:053
نویسنده:
Mouzhi Ge, Hind Bangui, Barbora Buhnova
چکیده انگلیسی:
With the rapid development of the Internet of Things (IoT), Big Data technolo
gies have emerged as a critical data analytics tool to bring the knowledge within
IoT infrastructures to better meet the purpose of the IoT systems and support
critical decision making. Although the topic of Big Data analytics itself is ex
tensively researched, the disparity between IoT domains (such as healthcare,
energy, transportation and others) has isolated the evolution of Big Data ap
proaches in each domain. Thus, the mutual understanding across IoT domains
can possibly advance the evolution of Big Data research in IoT.
In this work, we therefore conduct a survey on Big Data technologies in
different IoT domains to facilitate and stimulate knowledge sharing across the
IoT domains. Based on our review, this paper discusses the similarities and
differences among Big Data technologies used in different IoT domains, suggests
how certain Big Data technology used in one IoT domain can be re-used in
another IoT domain, and develops a conceptual framework to outline the critical
Big Data technologies across all the reviewed IoT domains.
Keywords: Big Data, data analytics, Internet of Things, healthcare, energy, transportation, building automation, Smart Cities
قیمت: رایگان
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