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The intention behind our algorithm is that alternating between multiple active transactions leads to longer finish times and, thus, reduces the total utility [14].
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Our pipeline is about $1 billion — meaning the list of active transactions we're working on.
This results from the smaller number of active transactions and the slower change of the set of active transactions in comparison to the previous traffic mix.
At this operation point, we have 50 active transactions on average.
The decision variables contain the resource allocation of N active transactions for each TTI.
In the first step, we create a scheduling sequence of all active transactions.
More iterations are needed for higher load, since the number of active transactions increases.
We use these utility functions to determine relative weights for all active transactions and then schedule the transaction with the largest weight.
Second, the number of active transactions N affects the complexity, since we need to estimate all transaction finish times and aggregate their utilities in each iteration (Algorithm 1).
Products could contain multiple active ingredients.
"Most cities in the world would be very challenged to try to handle multiple active-shooter situations," he said.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com