DW Cloud Economics – The Model

This post describe the model used to generate the content from the DW Cloud Economics – A Do Over post incase you want to check the numbers…

First, keep in mind that the numbers in this model are relative and indicative, not absolute. Here are the fixed parameters I used to generate these indicative numbers:

Cost per server per hour: $4.00 This could be any number or any currency and it would not matter.

Runtime per job with no contention: 3 hours This could be any duration and it would not change the relative results. If the number was well below an hour, it would increase the hour-based billing costs.

Jobs per Workload: 6 Again any number works.

Baseline Configuration: 24 Servers

Contention between 6 jobs on 24 Servers: 50% This sets the average amount of time a job will wait for resources. So, a job that runs for 3 hours with no contention will run in 4.5 hours with 50% contention. As the number of servers goes up the contention comes down for a fixed workload.

Baseline Performance: 2000 A completely arbitrary number that allows the model to calculate a relative price/performance. Relative “Performance” is calculated by dividing the Baseline Performance by the actual runtime. This means that a workload that takes 5 hours will yield a performance of 400 and a workload that take 2 hours will yield a performance number of 1000.

There are also a series of calculated values:

Total Servers / Workload is equal to Servers/Job for the Multi-tasking and Serial Execution configurations. It is equal to Servers/Job * Number of Jobs for the dedicated server per job configuration.

Scaleup is the ratio between the number of Total Servers / Workload and the Baseline Configuration. It is used to scale down the runtime and the contention.

Runtime / Job is the number of hours per job with no contention scaled down based on the Scaleup plus the time the Job is waiting due to contention. Contention scales down as the number of servers scales up.

Actual Runtime / Workload is Runtime / Job plus contention. Note that in the Serial Configuration and the Dedicated Server configuration there is no contention.

Paid Runtime / Workload is the Actual Runtime / Workload rounded to the nearest hour for the hourly billing table and equal to the Actual Runtime / Workload for the billing per minute table.

Cost / Workload is the Cost per Server per Hour parameter times the Paid Runtime / Hour value times the Total Servers / Workload value.

Price / Performance is the Cost / Workload divided by the Actual Runtime / Workload times the Baseline Performance parameter divided by the Cost / Workload value as noted above.

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