Resource utilization exceed the limit as per billing in serverless

Hello,

Basically, application levels limits are different from total Resource utilization in a job that showed in the console. Application limits helps control the total number of cores you can provision across multiple jobs running in an application concurrently whereas resource utilization is the total resources utilized in hours for billing calculation.

For an instance,Lets say, suppose I have 1 driver and 1 executor with 4vCPUs each, application limit with 10vCPUs and my job runs for 5hours, then the total resource vCPUs utilization will be approx. 80vCPUs hours. (4vCPUs driver + 4vCPUs executor = 8 * 5 hours = 40vCPUs).