SODIM: Service Oriented Data Integration based on MapReduce
Data integration has become a backbone for many essential and widely used services. These services depend on integrating data from multiple sources in a fast and efficient way to be able to provide the accepted level of service performance it is committed to. As the size of data available on differe...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2013-09-01
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| Series: | Alexandria Engineering Journal |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S111001681300029X |
| _version_ | 1829490390970925056 |
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| author | Ghada ElSheikh Mustafa Y. ElNainay Saleh ElShehaby Mohamed S. Abougabal |
| author_facet | Ghada ElSheikh Mustafa Y. ElNainay Saleh ElShehaby Mohamed S. Abougabal |
| author_sort | Ghada ElSheikh |
| collection | DOAJ |
| description | Data integration has become a backbone for many essential and widely used services. These services depend on integrating data from multiple sources in a fast and efficient way to be able to provide the accepted level of service performance it is committed to. As the size of data available on different environments increases, and systems are heterogeneous and autonomous, data integration becomes a crucial part of most modern systems.
Data integration systems can benefit from innovative dynamic infrastructure solutions such as Clouds, with its more agility, lower cost, device independency, location independency, and scalability. This study consolidates the data integration system, Service Orientation, and distributed processing to develop a new data integration system called Service Oriented Data Integration based on MapReduce (SODIM) that improves the system performance, especially with large number of data sources, and that can efficiently be hosted on modern dynamic infrastructures as Clouds. |
| first_indexed | 2024-12-15T00:23:04Z |
| format | Article |
| id | doaj.art-9085f351947b4757a201dc5322972b20 |
| institution | Directory Open Access Journal |
| issn | 1110-0168 |
| language | English |
| last_indexed | 2024-12-15T00:23:04Z |
| publishDate | 2013-09-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Alexandria Engineering Journal |
| spelling | doaj.art-9085f351947b4757a201dc5322972b202022-12-21T22:42:15ZengElsevierAlexandria Engineering Journal1110-01682013-09-0152331331810.1016/j.aej.2013.02.007SODIM: Service Oriented Data Integration based on MapReduceGhada ElSheikh0Mustafa Y. ElNainay1Saleh ElShehaby2Mohamed S. Abougabal3Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria 21544, EgyptComputer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria 21544, EgyptBiomedical Engineering Department, Medical Research Institute, Alexandria University, Alexandria, EgyptComputer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria 21544, EgyptData integration has become a backbone for many essential and widely used services. These services depend on integrating data from multiple sources in a fast and efficient way to be able to provide the accepted level of service performance it is committed to. As the size of data available on different environments increases, and systems are heterogeneous and autonomous, data integration becomes a crucial part of most modern systems. Data integration systems can benefit from innovative dynamic infrastructure solutions such as Clouds, with its more agility, lower cost, device independency, location independency, and scalability. This study consolidates the data integration system, Service Orientation, and distributed processing to develop a new data integration system called Service Oriented Data Integration based on MapReduce (SODIM) that improves the system performance, especially with large number of data sources, and that can efficiently be hosted on modern dynamic infrastructures as Clouds.http://www.sciencedirect.com/science/article/pii/S111001681300029XService Oriented Data IntegrationMapReduceCloud ComputingWeb-services |
| spellingShingle | Ghada ElSheikh Mustafa Y. ElNainay Saleh ElShehaby Mohamed S. Abougabal SODIM: Service Oriented Data Integration based on MapReduce Alexandria Engineering Journal Service Oriented Data Integration MapReduce Cloud Computing Web-services |
| title | SODIM: Service Oriented Data Integration based on MapReduce |
| title_full | SODIM: Service Oriented Data Integration based on MapReduce |
| title_fullStr | SODIM: Service Oriented Data Integration based on MapReduce |
| title_full_unstemmed | SODIM: Service Oriented Data Integration based on MapReduce |
| title_short | SODIM: Service Oriented Data Integration based on MapReduce |
| title_sort | sodim service oriented data integration based on mapreduce |
| topic | Service Oriented Data Integration MapReduce Cloud Computing Web-services |
| url | http://www.sciencedirect.com/science/article/pii/S111001681300029X |
| work_keys_str_mv | AT ghadaelsheikh sodimserviceorienteddataintegrationbasedonmapreduce AT mustafayelnainay sodimserviceorienteddataintegrationbasedonmapreduce AT salehelshehaby sodimserviceorienteddataintegrationbasedonmapreduce AT mohamedsabougabal sodimserviceorienteddataintegrationbasedonmapreduce |