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Phylogenetic analyses were performed using high-performance computing resources of the National Computational Infrastructure NCI National Facilityty at the Australian National University.
The authors are pleased to acknowledge that this work was performed using the high-performance computing resources at Simons Foundation and the TIGRESS computer center at Princeton University.
The computations were mainly performed on the high-performance computing resources at the University of Missouri Bioinformatics Consortium.
We performed experiments on high-performance computing resources and clusters with different numbers of nodes and memory capacities.
Although other MapReduce implementations, such as Spark [36] and Hadoop [37], can provide scalability and fault tolerance, they are tailored to commodity hardware and cannot perform efficient execution on high-performance computing resources.
P.R. acknowledges the Indiana University high-performance computing resources (NSF grant CNS-0723054).
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The core also maintains a high-performance computing resource offering many bioinformatics applications, substantial processing power and secure storage and provides support for desktop computing and poster printing.
Now, with a $2 million grant from the National Institutes of Health, UChicago's high-performance computing resource for biomedical research is ready for an upgrade that will enable the next wave of pioneering discoveries.
However, the emerging paradigm of grid computing provides a powerful platform for the solution of such problems by providing transparent access to large-scale distributed high-performance compute resources.
The growing power and number of high performance computing resources made available through computational grids present major opportunities as well as a number of challenges to the user.
Efficient utilization of these high performance computing resources can help solve the problem of computation bottleneck and expedite the experimental turnaround time.
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