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Sreekanth Iyer (Ushta Te Consultancy Services)
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Fixed iamges issue
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articles/hdinsight/spark/what-is-speculative-execution-in-spark.md

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@@ -15,7 +15,7 @@ This is how Spark completes the job as soon as possible. If either of the tasks
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You can monitor this from the spark UI, where a task ID shown Speculative as true.
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:::image type="content" source="./media/what-is-speculative-execution-in-spark/how-to-monitor.png" alt-text="How to monitor Spark job." lightbox="./media/media/what-is-speculative-execution-in-spark/how-to-monitor.png":::
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:::image type="content" source="./media/what-is-speculative-execution-in-spark/how-to-monitor.png" alt-text="How to monitor Spark job." lightbox="./media/what-is-speculative-execution-in-spark/how-to-monitor.png":::
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## Configurations that affect this speculative behavior
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When the `spark.speculation.minTaskRuntime` is set to 5 seconds, it starts a new task `SP-task5` on a new node.
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When job the finished, the original task 5 is killed by the driver.
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:::image type="content" source="./media/what-is-speculative-execution-in-spark/runtime-chart.png" alt-text="How to view runtime chart?" lightbox="./media/media/what-is-speculative-execution-in-spark/runtime-shart.png":::
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:::image type="content" source="./media/what-is-speculative-execution-in-spark/runtime-chart.png" alt-text="How to view runtime chart?" lightbox="./media/what-is-speculative-execution-in-spark/runtime-shart.png":::
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## When not to run a speculative execution?
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