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دسته بندی:
داده های بزرگ - big data
سال انتشار:
2016
عنوان انگلیسی مقاله:
FOG-Engine: Towards Big Data Analytics in the Fog
ترجمه فارسی عنوان مقاله:
FOG-Engine: به سوی تجزیه و تحلیل داده های بزرگ در مه
منبع:
IEEE - 2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress
نویسنده:
Farahd Mehdipour, Bahman Javadi, Aniket Mahanti
چکیده انگلیسی:
Existing platforms fall short in providing effective
solutions for big data analytics while the demands for processing
large quantities of data in real-time are increasing. Moving data
analytics towards where the data is generated and stored could
be a solution for addressing this issue. In this paper, we propose a
solution referred as FOG-engine, which is integrated into IoTs
near the ground and facilitates data analytics before offloading
large amounts of data to a central location. In this work, we
introduce a model for data analytic using FOG-engines and
discuss our plan for evaluating its efficacy in terms of several
performance metrics such as processing speed, network
bandwidth, and data transfer size.
Keywords: Cloud computing | Fog computing | Internet of Things | Big data | Data analytics
قیمت: رایگان
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