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Exchange Spill: When Parallel Streams Write to tempdb

July 24, 2012
Pinal Dave
SQL Performance
Execution Plan, Parallel, SQL Extended Events, SQL TempDB

Tempdb writes during a parallel query, with no sort warning in sight? Here is a demo that spills every time, and how to find the operator.

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Loading Partitions in Parallel

March 26, 2012
Pinal Dave
SQL Tips and Tricks
ETL, Parallel, SQL Lock, SQL Server, Table Partitioning

Loading partitions in parallel uses separate staging tables, controlled workers, and partition switching to publish data without chaotic locks.

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MAXDOP 1 in SQL Server: SQL in Sixty Seconds #008

March 23, 2012
Pinal Dave
SQL Video
MAXDOP, Parallel, Query Hint, SQL in Sixty Seconds

MAXDOP 1 requests serial execution for one SQL Server query. I measured four variants of one query on SQL Server 2025, and the serial plan was the slowest in elapsed time with about the same CPU. The post shows the settings behind the hint and how to read the degree of parallelism a query actually used.

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Computed Column UDFs: Why Every Query on the Table Goes Serial

March 22, 2012
Pinal Dave
SQL Performance
Computed Column, Execution Plan, Parallel, SQL Function

A computed column that calls a scalar function can block parallel plans for queries that never read it. Here is how to spot it and test a fix.

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Intra-Query Parallel Deadlock: When One Query Blocks Itself

March 13, 2012
Pinal Dave
SQL Performance
Deadlock, MAXDOP, Parallel, SQL Extended Events

No error, no deadlock graph, just a report that is slow on some runs. Here is a demo where one query deadlocks with itself, and how to fix it.

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Setting MAXDOP and Cost Threshold Sensibly

November 16, 2010
Pinal Dave
SQL Performance
MAXDOP, Parallel, SQL CPU, SQL Performance, SQL Server Configuration

MAXDOP and cost threshold work together to shape parallel plans; inspect current values, test a change, and watch real workload effects.

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