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IoTABench has been developed for evaluating big data systems for internet of things (IoT) [52].
Finally, some case studies of exploiting big data systems for data management on WSNs are discussed.
Recently, I had the Founder and Chief Scientist of Cloudera, Jeff Hammerbacher, over to the studio to talk about his experience building out big data systems for Facebook.
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Current clinical big data systems are often built for the purpose of supervised machine learning tasks.
Fig. 12 Improved metadata management architecture for big data systems.
In previous work, RA has been developed for big data systems [12].
Open image in new window Fig. 1 Multilayer architecture for big data systems.
Earlier work [11] presented initial validation of the metadata management layer for big data systems (Fig. 1).
The contribution of this paper is technology independent reference architecture for big data systems, which is based on analysis of published implementation architectures of big data use cases.
Reference architecture has been designed for big data systems based on realised implementation architectures of big data companies (Twitter, LinkedIn etc).
The contribution of the paper is (an extended) RA design of metadata management layer for big data systems, which focuses on data quality management.
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