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Disease Surveillance System for Big Climate Data Processing and Dengue Transmission
Manogaran, Gunasekaran; Lopez, Daphne - In: International Journal of Ambient Computing and … 8 (2017) 2, pp. 88-105
surveillance system has been implemented with the help of Apache Hadoop MapReduce and its supporting tools. …
Persistent link: https://www.econbiz.de/10012042655
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Towards a New Model of Storage and Access to Data in Big Data and Cloud Computing
Matallah, Houcine; Belalem, Ghalem; Bouamrane, Karim - In: International Journal of Ambient Computing and … 8 (2017) 4, pp. 31-44
service metadata for Hadoop to maintain consistency without much compromising performance and scalability of metadata by … the Hadoop Distributed File System (HDFS). This latter is based on the separation of metadata to data that consists in the … suggesting a mixed solution between centralization and distribution of metadata to enhance the performance and scalability of the …
Persistent link: https://www.econbiz.de/10012042663
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A Review of Infrastructures to Process Big Multimedia Data
Salvador, Jaime; Ruiz, Zoila; Garcia-Rodriguez, Jose - In: International Journal of Computer Vision and Image … 7 (2017) 3, pp. 54-64
In the last years, the volume of information is growing faster than ever before, moving from small to huge, structured to unstructured datasets like text, image, audio and video. The purpose of processing the data is aimed to extract relevant information on trends, challenges and opportunities;...
Persistent link: https://www.econbiz.de/10012043836
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Extracting-Transforming-Loading Modeling Approach for Big Data Analytics
Bala, Mahfoud; Boussaid, Omar; Alimazighi, Zaia - In: International Journal of Decision Support System … 8 (2016) 4, pp. 50-69
Due to their widespread use, Internet, Web 2.0 and digital sensors create data in non-traditional volumes (at terabytes and petabytes scale). The big data characterized by the four V's has brought with it new challenges given the limited capabilities of traditional computing systems. This paper...
Persistent link: https://www.econbiz.de/10012044123
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Big Data and Its Visualization With Fog Computing
Segall, Richard S.; Niu, Gao - In: International Journal of Fog Computing (IJFC) 1 (2018) 2, pp. 51-82
Big Data is data sets that are so voluminous and complex that traditional data processing application software are inadequate to deal with them. This article discusses what is Big Data, and its characteristics, and how this information revolution of Big Data is transforming our lives and the new...
Persistent link: https://www.econbiz.de/10012044788
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An Intelligent Approval System for City Construction based on Cloud Computing and Big Data
Chen, Guanlin; Wang, Erpeng; Sun, Xinxin; Lu, Yizhe - In: International Journal of Grid and High Performance … 8 (2016) 3, pp. 57-69
adopts Hadoop as the development platform, using HBase, Solr and MapReduce technology to complete the prototype development … the data storage capacity of the system with high scalability, design the intelligent approval system based on CBR using … the distributed programming framework of MapReduce, making full use of the large amount of historical approval data, and …
Persistent link: https://www.econbiz.de/10012045032
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A MapReduce-Based User Identification Algorithm in Web Usage Mining
Srivastava, Mitali; Garg, Rakhi; Mishra, P.K. - In: International Journal of Information Technology and Web … 13 (2018) 2, pp. 11-23
developed a MapReduce-based User identification algorithm that deals with the above mentioned three issues related to user …
Persistent link: https://www.econbiz.de/10012046116
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Big Data and Healthcare Data: A Survey
Sarkar, Bikash Kanti - In: International Journal of Knowledge-Based Organizations … 7 (2017) 4, pp. 50-77
review on the state-of-the-art distributed file system (Hadoop) is conducted in this stage too. The primary aim of this phase …
Persistent link: https://www.econbiz.de/10012046172
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Big Data Management: Advanced Issues and Approaches
Kasemsap, Kijpokin - In: International Journal of Organizational and Collective … 7 (2017) 3, pp. 44-55
The objective of this article is to provide the advanced issues and approaches of big data management. The literature review indicates the overview of big data management; the aspects of Big Data Analytics (BDA); the importance of big data management; the methods for big data management; the...
Persistent link: https://www.econbiz.de/10012046770
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Performance Evaluating System Based on MapReduce in Context of Educational Big Data
Verma, Chitresh; Pandey, Rajiv; Katiyar, Devesh - In: International Journal of Organizational and Collective … 8 (2018) 1, pp. 1-12
The Big Data subsist in every characteristic of our daily life. The educational Big Data is one of these aspects of Big Data which is linked to student life. This article provides the comprehensive understanding of the implementation of the grade analysis system using educational Big Data. The...
Persistent link: https://www.econbiz.de/10012046777