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Scalagist: Scalable generalized search trees for mapreduce systems (2014)

by P Lu, G Chen, B C Ooi, H T Vo, S Wu
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YZStack: Provisioning Customizable Solution for Big Data

by Sai Wu, Chun Chen, Gang Chen, Ke Chen, Lidan Shou, Hui Cao, He Bai
"... YZStack is our developing solution which implements many wellestablished big data techniques as selectable modules and allows users to customize their systems as a process of module selection. In particular, it includes an openstack based IaaS (Infrastructure as a Service) layer, a distributed file ..."
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YZStack is our developing solution which implements many wellestablished big data techniques as selectable modules and allows users to customize their systems as a process of module selection. In particular, it includes an openstack based IaaS (Infrastructure as a Service) layer, a distributed file system based DaaS (Data as a Service) layer, a PaaS (Platform as a Service) layer equipped with parallel processing techniques and a SaaS (Software as a Service) layer with popular data analytic algorithms. Layers of YZStack are loosely connected, so that customization of one layer does not affect the other layers and their interactions. In this paper, we use a smart financial system developed for the Zhejiang Provincial Department of Finance to demonstrate how to leverage YZStack to speed up the implementation of big data system. We also introduce two popular applications of the financial system, economic prediction and detection of improper payment. 1.
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...y default YZStack already sorts and partitions the data by primary key. Therefore, the index plugin mainly targets at the secondary index. The design of index plugin follows the same idea proposed in =-=[11]-=-, except that we use YZepiC as our 1780processing engine to build and use the index, instead of Hadoop. The plugin provides a GiST [8] interface. To create a new index type, the user needs to impleme...

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