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The utility of a particular workload is equal to the sum of the selected configurations of all applications running in a particular workload.
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In other words, after transforming the original optimization problem into the Lagrangian form, we can find an optimal set of configurations for a particular workload in the larger stochastic allocation problem without doing a search across configurations in other workloads.
Resource provisioning is defined by the authors as the stage to identify the adequate resources for a particular workload based on quality of service (QoS) requirements defined by cloud consumers.
Because the combinatorial explosion that results when we must jointly optimize across varying workloads, we wanted to find a way to optimize the performance of a battery-operated system while keeping the optimization "local" to a particular workload and therefore tractable.
For accurate prediction of migration performance, a model is proposed by Akoush et al. [70], which examines the service interruptions for a particular workload.
The complexity of the internal optimization operation is equal to the cross product of all the configurations of all applications running in a particular workload and each available CPU frequency.
If a particular workload uses less energy than the average, another workload can use more.
The WISN method calculates the number of health workers per cadre, based on the workload of a particular health facility.
We call it weighted fair share, which is a workload estimation based on the workload demand of a particular AP and its neighbors.
It is hypothesised that when a task is sufficiently difficult, exceeding the resources of a particular region, additional brain areas will be recruited to 'absorb the excess workload' (Just and Varma, 2007).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com