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In both cases, (O(M/p)) local computation is performed per round, where (M) is the amount of computation needed to compute a sequential transitive closure of a digraph.
This allows to decrease the amount of computation needed to identify the model׳s parameters and therefore makes the technique suitable for real time applications.
To evaluate the amount of computation needed for this technique, all steps in the pseudopod are reviewed in detail and an explicit expression is given for each part.
Given the choice of two infinite series for, mathematicians will generally use the one that converges more rapidly because faster convergence reduces the amount of computation needed to calculate to any given accuracy.
The pipeline strives to minimize the amount of computation needed.
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The amount of computations needed can be decreased by updating nodes in different orderings.
These conditions can significantly reduce the amount of computations needed to update a nodal value.
Because of the extensive amount of computations needed for predicting so many secondary structures, we only calculated the rHSR density in E. coli.
In this article, we describe a method to reduce the state space for HMMs via a partition of the state space into equivalence classes, which consequently reduces the amount of computations needed in these models without sacrificing the exact solution.
First, the amount of data that needed to be transferred from the CPU to the GPU was large compared to the amount of computation that needed to be performed.
In the BH algorithm, a large amount of computation is needed when calculating fitness function values of all stars.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com