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Executing common tasks only once can remarkably reduce the total execution time of a batch of queries.
In one case, it reduces the total execution time of an NWChem application by 52%.
Competitive snooping benefited only those programs that exhibited sequential sharing; both bus utilization and total execution time dropped moderately.
The optimization criterion is the total execution time of a program partitioned into sections, including the cost of connection reconfiguration.
It utilizes a genetic algorithm, combined with eight common heuristics, in an effort to minimize the total execution time.
Being the core of many compute-intensive applications, linear algebra computations are the main contributors to their total execution time.
It is necessary because their sequential solutions are not able to give answers in a feasible total execution time.
When running OLTP, instruction-related delays in the memory subsystem account for 25 to 40% of the total execution time.
Experimental results show that using SciHmm considerably reduces the total execution time of the phylogenetic analysis (up to 80%).
The higher the number of images, the better the scaling, because the communication time becomes a less relevant fraction of the total execution time.
The results show that, the proposed model outperforms the state-of-the art models in total execution time the rate of 50%.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com