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docs/standard/parallel-programming/how-to-write-a-simple-parallel-for-loop.md

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- Copy and paste this code into a Visual Studio 2010 project.
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## See Also
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<xref:System.Threading.Tasks.Parallel.For%2A>
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<xref:System.Threading.Tasks.Parallel.ForEach%2A>
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[Data Parallelism](../../../docs/standard/parallel-programming/data-parallelism-task-parallel-library.md)
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[Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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## See also
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- <xref:System.Threading.Tasks.Parallel.For%2A>
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- <xref:System.Threading.Tasks.Parallel.ForEach%2A>
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- [Data Parallelism](../../../docs/standard/parallel-programming/data-parallelism-task-parallel-library.md)
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- [Parallel Programming](../../../docs/standard/parallel-programming/index.md)

docs/standard/parallel-programming/how-to-write-a-simple-parallel-foreach-loop.md

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- Press F5
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## See Also
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[Data Parallelism](../../../docs/standard/parallel-programming/data-parallelism-task-parallel-library.md)
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[Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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[Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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## See also
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- [Data Parallelism](../../../docs/standard/parallel-programming/data-parallelism-task-parallel-library.md)
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- [Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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- [Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)

docs/standard/parallel-programming/how-to-write-messages-to-and-read-messages-from-a-dataflow-block.md

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## Next Steps
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This example shows how to read from and write to a message block directly. You can also connect dataflow blocks to form *pipelines*, which are linear sequences of dataflow blocks, or *networks*, which are graphs of dataflow blocks. In a pipeline or network, sources asynchronously propagate data to targets as that data becomes available. For an example that creates a basic dataflow pipeline, see [Walkthrough: Creating a Dataflow Pipeline](../../../docs/standard/parallel-programming/walkthrough-creating-a-dataflow-pipeline.md). For an example that creates a more complex dataflow network, see [Walkthrough: Using Dataflow in a Windows Forms Application](../../../docs/standard/parallel-programming/walkthrough-using-dataflow-in-a-windows-forms-application.md).
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## See Also
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[Dataflow](../../../docs/standard/parallel-programming/dataflow-task-parallel-library.md)
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## See also
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- [Dataflow](../../../docs/standard/parallel-programming/dataflow-task-parallel-library.md)

docs/standard/parallel-programming/introduction-to-plinq.md

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## Measuring PLINQ Performance
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In many cases, a query can be parallelized, but the overhead of setting up the parallel query outweighs the performance benefit gained. If a query does not perform much computation or if the data source is small, a PLINQ query may be slower than a sequential LINQ to Objects query. You can use the Parallel Performance Analyzer in Visual Studio Team Server to compare the performance of various queries, to locate processing bottlenecks, and to determine whether your query is running in parallel or sequentially. For more information, see [Concurrency Visualizer](/visualstudio/profiling/concurrency-visualizer) and [How to: Measure PLINQ Query Performance](../../../docs/standard/parallel-programming/how-to-measure-plinq-query-performance.md).
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## See Also
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[Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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[Understanding Speedup in PLINQ](../../../docs/standard/parallel-programming/understanding-speedup-in-plinq.md)
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## See also
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- [Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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- [Understanding Speedup in PLINQ](../../../docs/standard/parallel-programming/understanding-speedup-in-plinq.md)

docs/standard/parallel-programming/lambda-expressions-in-plinq-and-tpl.md

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[!code-csharp[System.Threading.Tasks.Parallel#02](../../../samples/snippets/csharp/VS_Snippets_CLR_System/system.threading.tasks.parallel/cs/parallelforeach.cs#02)]
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[!code-vb[System.Threading.Tasks.Parallel#02](../../../samples/snippets/visualbasic/VS_Snippets_CLR_System/system.threading.tasks.parallel/vb/parallelforeach.vb#02)]
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## See Also
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[Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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## See also
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- [Parallel Programming](../../../docs/standard/parallel-programming/index.md)

docs/standard/parallel-programming/merge-options-in-plinq.md

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The ability of some operators to handle merge options depends on the type of the source sequence, and whether the <xref:System.Linq.ParallelEnumerable.AsOrdered%2A> operator was used earlier in the query. <xref:System.Linq.ParallelEnumerable.ForAll%2A> is always <xref:System.Linq.ParallelMergeOptions.NotBuffered> ; it yields its elements immediately. <xref:System.Linq.ParallelEnumerable.OrderBy%2A> is always <xref:System.Linq.ParallelMergeOptions.FullyBuffered>; it must sort the whole list before it yields.
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## See Also
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[Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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[How to: Specify Merge Options in PLINQ](../../../docs/standard/parallel-programming/how-to-specify-merge-options-in-plinq.md)
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## See also
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- [Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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- [How to: Specify Merge Options in PLINQ](../../../docs/standard/parallel-programming/how-to-specify-merge-options-in-plinq.md)

docs/standard/parallel-programming/order-preservation-in-plinq.md

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Unordered results are not actively shuffled; they simply do not have any special ordering logic applied to them. In some cases, an unordered query may retain the ordering of the source sequence. For queries that use the indexed Select operator, PLINQ guarantees that the output elements will come out in the order of increasing indices, but makes no guarantees about which indices will be assigned to which elements.
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## See Also
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[Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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[Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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## See also
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- [Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)
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- [Parallel Programming](../../../docs/standard/parallel-programming/index.md)

docs/standard/parallel-programming/parallel-diagnostic-tools.md

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## Profiling
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The Concurrency Visualizer report views enable you to visualize how the threads in a parallel program interact with each other and with threads from other processes on the system. For more information, see [Concurrency Visualizer](/visualstudio/profiling/concurrency-visualizer).
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## See Also
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[Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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## See also
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- [Parallel Programming](../../../docs/standard/parallel-programming/index.md)

docs/standard/parallel-programming/parallel-linq-plinq.md

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[PLINQ Data Sample](../../../docs/standard/parallel-programming/plinq-data-sample.md)
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## See Also
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<xref:System.Linq.ParallelEnumerable>
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[Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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[LINQ (Language-Integrated Query)](https://msdn.microsoft.com/library/a73c4aec-5d15-4e98-b962-1274021ea93d)
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## See also
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- <xref:System.Linq.ParallelEnumerable>
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- [Parallel Programming](../../../docs/standard/parallel-programming/index.md)
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- [LINQ (Language-Integrated Query)](https://msdn.microsoft.com/library/a73c4aec-5d15-4e98-b962-1274021ea93d)

docs/standard/parallel-programming/plinq-data-sample.md

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END PRODUCTS
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```
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## See also
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- [Parallel LINQ (PLINQ)](../../../docs/standard/parallel-programming/parallel-linq-plinq.md)

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