Distributed and Big Data Storage Management in Grid Computing
نویسندگان
چکیده
منابع مشابه
Distributed and Big Data Storage Management in Grid Computing
Big data storage management is one of the most challenging issues for Grid computing environments, since large amount of data intensive applications frequently involve a high degree of data access locality. Grid applications typically deal with large amounts of data. In traditional approaches high-performance computing consists dedicated servers that are used to data storage and data replicatio...
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Big data storage management is one of the most challenging issues for Grid computing environments, since large amount of data intensive applications frequently involve a high degree of data access locality. Grid applications typically deal with large amounts of data. In traditional approaches high-performance computing consists dedicated servers that are used to data storage and data replicatio...
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Grid computing is being used in various applications. Many grid applications such as weather forecasting, astrophysics deal with large amounts of data. Data intensive applications involve a high degree of data access locality. In Grid computing environments data storage management on large scale is one of the most challenging issues. Dedicated servers are used for data storage in traditional ap...
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The computing-intensive data mining for inherently Internet-wide distributed data, referred as Distributed Data Mining (DDM), calls for the support of a powerful Grid with an effective scheduling framework. DDM often shares the computing paradigm of local processing and global synthesizing. It involves every phase of Data Mining (DM) processes, which makes the workflow of DDM very complex and c...
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Cloud computing has gained great attention from both industry and academia since 2007.With the goal of providingusersmore flexible services in a transparent manner, all services are allocated in a “cloud” that actually is a collection of devices and resources connected through the Internet. One of the core services provided by cloud computing is data storage. This poses new challenges in creati...
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ژورنال
عنوان ژورنال: International Journal of Grid Computing & Applications
سال: 2012
ISSN: 2229-3949
DOI: 10.5121/ijgca.2012.3203