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 Optimization techniques for parallel applications on clusters. Dynamic optimization techniques to enhance scalability and performance of MPI-based applications
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Optimization techniques for parallel applications on clusters. Dynamic optimization techniques to enhance scalability and performance of MPI-based applications

автор Rosa F. издательство Книга по Требованию Книги
Cтраниц 152        мягкая обложка       
Аннотация:Scalability is also an important issue in cluster systems when many processors are used, which may cause network saturation and still higher latencies. Parallel computation on cluster architectures has become the most common solution for developing high-performance scientific applications. Therefore, we can conclude that it is necessary to develop techniques for improving the performance of both communication and I/O subsystems. Along the I/O phase, the processes frequently access a common data set by issuing a large number of small non-contiguous I/O requests, which might create bottlenecks in the I/O subsystem. Message Passing Interface (MPI) is the message-passing library most widely used to provide communications in clusters. These bottlenecks are still higher in commodity clusters, where commercial networks are usually installed. As communication-intensive parallel applications spend a significant amount of their total execution time exchanging data between processes, the former problems may lead to poor performance not only in the I/O subsystem, but also in communication phase.
Автор: Rosa F.
Издательство: Книга по Требованию
Год:2010
Цена:
2279 руб
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Поиск: Optimization techniques for parallel applications on clusters. Dynamic optimization techniques to enhance scalability and performance of MPI-based applications


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