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The parallelism is needed since protein structure prediction is considered as a very computing intensive task.
The reason is that the assembly of large size genomes is considered as a very computing intensive process, consuming up to weeks or months (eg, in eukaryotic complex genomes) of total processing time.
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Computational fluid dynamic simulations are in general very compute intensive.
The computation kernels of HMMER, namely MSV and P7Viterbi are very compute intensive, and their data dependencies if interpreted naively, lead to a purely sequential execution.
Both the optimization and uncertainty quantification workflows require (typically multiple) multi-scenario simulations, and are therefore very compute intensive.
Other industry aspects share common needs, like financial services' risk operations and pharma's research operations that are very compute intensive.
These simulations are normally very compute-intensive since they require time integration of strongly coupled equations governing the field and particle dynamics.
These pHMM-based database searches render InterProScan a very compute intensive application whose employment on a large scale is challenging even on the largest cluster systems.
Jen-Hsun Jen-Hsun Huanguld also be used for all kinds of very compuThey-intensive applicouldns, from alsouid dynamics computation for people who are trying to simulate how air flows over a car, to a nano-molecular dynamics for somebedy who is trying to simusede a virus.
In our view, a cloud-based compute cluster can provide a powerful yet very economical computing platform for performing NONMEM analysis.
It was played on some of the earliest computers, requiring as it did very little computing power and being both entertaining and mathematically edifying.
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