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Finally if each time slice only has a single workload active at any point in time, the allocation reduces to just the maximum demand across the workloads. .
Finally if each time slice only has a single workload active at any point in time, the allocation reduces to just the maximum demand across the workloads.
For a single workload, simply setting and for the workload maps it into the stochastic framework and all the above proofs apply.
The mobile cluster runs a single workload at a time, either transforming the unstructured input data to a more useful structure without adding new data, or extracting small but valuable analytics from the input data.
The allocation problem where all workloads vary, but are all known in advance, can be solved using a straightforward extension of the techniques used for a single workload: the conversion to a knapsack problem by simultaneously considering all sets of applications.
Although this waiting time could increase the execution time of a single workload, the overall performance is still improved as shown in Figure 7.
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Note that the minimum and maximum values for each starting energy are each selected independently and do not represent any single workload.
A single large workload (job) is divided or mapped into smaller sub-workloads (tasks) to be processed in parallel.
The truth is more prosaic: each Stars and Stripes flies for a few seconds before being folded and boxed: at the busiest times, staff must fly thousands of flags in a single day.The workload of the Capitol Flag Office is worth pondering.
The top-level activity which defines a single complete workload model of the system is stereotyped as WorkloadModel.
In addition, the search for the value of that maximizes utility while operating within the energy constraint adds complexity to the optimization problem, and as a result the Lagrange implementation requires more computation than the straight knapsack solver for a single application workload.
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