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Updates for clarity
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articles/synapse-analytics/spark/apache-spark-concepts.md

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@@ -49,14 +49,15 @@ Billing for the instances starts when the Azure VM(s) starts. Billing for the S
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### Example 2
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- You create a Spark pool call SP2; it has an autoscale enabled 10 20 medium nodes
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- You create a Spark pool call SP2; it has an autoscale enabled with a minimum of 10 to a maximum of 20 medium nodes
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- You submit a notebook job J1 that uses 10 nodes; a Spark instance SI1 is created to process the job
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- You now submit another job J2 that uses 10 nodes; because there's still capacity in the pool the instance autoscales to 20 nodes and processes J2.
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- Billing starts at the submission of notebook job J1.
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- The Spark pool is instantiated with 10 medium nodes, each with 8 vCores, and typically takes ~3 minutes to start. 10 x 8, 80 vCores.
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- At the submission of J2, the pool autoscales by adding another 10 medium nodes, and typically takes 4 minutes to scale. Adding 10 x 8, 80 vCores for a total of 160 vCores.
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- Depending on the Spark pool start-up time, runtime of the first notebook job J1, the time to scale-up the pool, runtime of the second notebook, and finally the idle timeout; the pool is likely to run between 22 and 24 minutes (Spark pool instantiation time + J1 notebook job runtime all at 80 vCores) + (Spark pool autoscale up time + J2 notebook job runtime + idle timeout all at 160 vCores).
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- 80 vCores for 4 minutes + 160 vCores for 20 minutes = 58.67 vCore hours.
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- 80 vCores for 4 minutes + 160 vCores for 20 minutes = 58.67 vCore hours.
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- Note: vCore hours are billed per second, vCore pricing varies by Azure region. For more information, see [Azure Synapse Pricing](https://azure.microsoft.com/pricing/details/synapse-analytics/#pricing)
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### Example 3
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