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Accessing data needed for a workload is the other large problem.
It is not desirable for a workload to operate in a negative performance per watt slope.
We would like to see higher performance-per-watt and higher performance-per-$ for a workload since, ideally, the objective is to lower watt and cost for a workload running on a given server.
There is comparatively less work available in the literature focusing on resource management for a workload comprising and open stream of multi-stage jobs with SLAs.
The authors of [8] and [9] evaluate auto-scaling mechanisms which consider both user performance requirements and pricing for a workload characterized by jobs with deadlines.
Figure 15 shows the result of our analysis for a workload similar to the one presented in the previous use case (section 'Investigation of execution anomalies').
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For successful execution of a workload the observed deviation must be less than the defined thresholds.
"I created a bit of a workload challenge for my own department," she said.
This stage includes the discovery of resources and also their selection for executing a workload.
Estimation: Guess of the actual resources required for executing a workload.
For example, a workload model covering the previous six months with one measurement per month will be used to produce estimates for the next six months.
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