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Parallelism for Data Explorer SMP #!N #!EC #!N #!N For completeness,
the notion of module parallelism is discussed here. If you are
developing visualizations or modules exclusively for use with the IBM Visualization
Data Explorer running on a single-processor workstation, then these concepts are
not applicable. However, if your visualizations or modules are to be
run on both the IBM Visualization Data Explorer and IBM Visualization
Data Explorer SMP, then these concepts are important for achieving higher
performance. #!N #!N Every module that performs any significant amount of
processing is "parallelized"; that is, the module makes use of all
processors made available to Data Explorer to operate on the data.
#!N #!N Data Explorer uses explicit data partitioning as the primary
framework for parallelism. Data Explorer partitions the data into local, self-contained
regions. In general, visualization modules then generate subtasks corresponding to partitions.
For more information about partitioning, see Partition in IBM Visualization Data
Explorer User's Reference. #!N #!N In general, parallel programming is complex.
To help manage it, Data Explorer simplifies the process by providing
a simple fork-join parallelism model to implement coarse-grain shared memory parallelization
(data parallel). Using data partitions, read-only objects, and a single-fork join
mode simplifies the module writing task by avoiding the explicit use
of locks in modules, thereby reducing the possibility of deadlock. For
information about adding modules to the Data Explorer system, see IBM
Visualization Data Explorer Programmer's Reference. #!N #!N #!N #!F-adobe-times-medium-i-normal--18* Next Topic
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