Yuefan Deng's Applied Parallel Computing PDF

By Yuefan Deng

ISBN-10: 9814307602

ISBN-13: 9789814307604

The ebook presents a realistic advisor to computational scientists and engineers to assist improve their examine through exploiting the superpower of supercomputers with many processors and complicated networks. This publication specializes in the layout and research of easy parallel algorithms, the main elements for composing higher applications for a variety of functions.

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Extra info for Applied Parallel Computing

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To the applications developers July 27, 2012 6:17 Applied Parallel Computing 9in x 6in Design of Algorithms b1350-ch05 49 or the struggling programmers, there is an ocean of memory to which all participating processors, regardless of their physical connections to the memory banks, can read and write data conveniently without any explicit message-passing statements. The housekeeping tasks such as strategically addressing the read and write is the business of the demonic agents. For better or for worse, the programmer no longer needs to explicitly manage message passing and, of course, no longer controls and exploits message passing for better efficiency.

Mesh network designs overcome this issue by implementing a large portion of data links as traces on the system backplanes and by aggregating several cable connections into a single bundle attached to a July 27, 2012 6:17 Applied Parallel Computing 9in x 6in b1350-ch03 25 Hardware Systems single socket, thus reducing the number of possible mechanical faults by an order of magnitude. These considerations are confirmed by a review of the changes for the Top10 supercomputers. 4). Interestingly, SGI Altix ICE interconnect architecture is based on Infiniband hardware, typically used as a fat tree network in cluster applications, which is organized as a fat tree on a single chassis level and as a mesh for chassis to chassis connections.

1) Typically, Tstartup ≥ Tcomm . Therefore, the total time needed to broadcast all N numbers to all P processors is given by: Tcomm = NT comm + (P − 2)Tstartup . Fig. 7. Broadcast model 1.

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Applied Parallel Computing by Yuefan Deng

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