Big Data â BigData 2018 by Unknown
Author:Unknown
Language: eng
Format: epub
ISBN: 9783319943015
Publisher: Springer International Publishing
2 Platform Architecture
As shown in Fig. 1, this platform utilizes the Oracle VirtualBox to construct multi-node Spark and Hadoop systems including the development tier, the middleware tier and the system tier. The software adopted in each tier is listed in Table 1. In this architecture, the development tier contains four modules, which are Liferay Portal development, Hadoop Map/Reduce Samples, big data App and Hadoop Library API Generator. The middleware tier contains the multi-node Hadoop Cluster for developers to run their Map/Reduce source code during the development period. The developers can also implement Scala or Java to access Spark cluster within this tier. Users do not have to worry about the complexity of building the Spark and Hadoop Cluster. Instead, they can just concentrate on the big data development for their specific applications [7]. Furthermore, by many times and long time running tests, the provided big-data multi-VM platform has been approved to be a stable and robust version.
Fig. 1.Architecture of Big Data (1+3) multi-VM platform
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