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A Big Data Repository and Architecture for Managing Hearing Loss Related Data
یک مخزن داده های بزرگ و معماری برای مدیریت اطلاعات مرتبط با از دست دادن شنوایی-2018 The vast amount of data, which arise in
healthcare applications makes traditional data processing
technology inadequate and requires the use of fast emerging
big data technologies to cope with key challenges, including
data heterogeneity, pace of acquisition, size, privacy and
security. Addressing these challenges requires a shift from
traditional data analysis systems and techniques to big data
management and processing platforms as well as big data
analytics centric architectures. In this paper, we introduce
such an architecture. The architecture has been developed to
support the acquisition and analysis of big data sets regarding
hearing loss and the provision of related healthcare services for
the purpose of informing public health policy making. The
paper provides an overview of the system and presents the
outcomes of an initial evaluation of its performance.
Keywords: big data, architectures, security, hearing loss and audiological data, e-health |
مقاله انگلیسی |