Intelligent Web Data Management: Software Architectures and by Kun Ma, Ajith Abraham, Bo Yang, Runyuan Sun

By Kun Ma, Ajith Abraham, Bo Yang, Runyuan Sun

This publication provides a number of the rising suggestions and applied sciences used to deal with net facts administration. Authors current novel software program architectures and rising applied sciences after which validate utilizing experimental information and actual international purposes. The contents of this publication are thinking about 4 renowned thematic different types of clever net information administration: cloud computing, social networking, tracking and literature administration. the quantity should be a helpful connection with researchers, scholars and practitioners within the box of net facts administration, cloud computing, social networks utilizing complex intelligence tools.

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The innovation of our approach is utilizing MapReduce framework. In the first Map procedure, the document-based data are mapped into real-time cells with effective lifecycle tags. For the insert changes, they are mapped into the newborn cells with effective lifecycle tag. For the delete changes, thay are mapped into the dead cells with effective lifecycle tag. For the update changes, they are mapped into the dead and newborn cells with effective lifecycle tags in order. The Map procedure is shown in Fig.

3 Effective date method of type 2 title 26 2 Intelligent Web Data Management of NoSQL Data Warehouse effective dates from those already defined, then this can result in the existing transactions needing to be updated to reflect the new situation. This can be an expensive database operation, so Type 2 SCDs are not a good choice if the dimensional model is subject to change. Type 3: Adding a dimension column This method tracks changes using separate columns and preserves limited history. The Type 3 preserves limited history as it is limited to the number of columns designated for storing historical data.

Wang, Z. , & Gao, B. (2007, July). A framework for native multi-tenancy application development and management. In The 9th IEEE International Conference on E-Commerce Technology and the 4th IEEE International Conference on Enterprise Computing, E-Commerce, and E-Services, 2007. CEC/EEE 2007 (pp. 551–558). IEEE. 4. Hugos, M. , & Hulitz, D. (2010). Business in the cloud: What Every Business Needs to Know About cloud Computing. NJ: Wiley Publisher. 5. , & Carraro, G. (2006). Architecture strategies for catching the long tail.

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