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From this table, it follows that the largest number of operations to be executed during a single occurrence (and hence the longest execution time) of runnable CylNumObserver is 543, and of InstructionsDeviation − 5921.
This variation was directly correlated to the number of detected population-specific variants, so that the filterings resulting in the highest number of candidate SNPs (e.g. for LWK, YRI and IBS) also required the longest execution time (Table 2).
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The longest execution times are caused by polymers that need the run of the light search for tiling optimization.
This might not be practical because new services might be available during this long execution time.
For large values n ′=6, the experiment was only repeated 3 times due to the long execution time.
However, such approaches have certain disadvantages like the long execution time which seriously jeopardizes the possibility of real time implementation.
CSCA also performed well among the other AIS classifiers, but the problem with this algorithm is long execution time.
The training phase of the machine learning attack is the main reason of this long execution time.
Nevertheless, similar to the other evolutionary algorithms, PSO is generally a computationally intensive method which suffers from long execution time.
Currently, RSR implementations are mainly focused on floating point format, which requires long execution time and large area resources.
On the other hand, each parameter is accessed only once during task execution and therefore this overhead can be neglected for tasks with a long execution time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com