Exact(3)
Lastly, we show that HAPI-UR has better runtime scaling properties than does Beagle so that for larger data sets, HAPI-UR will be practical and will have an even larger runtime advantage.
Exomes total runtime scaling.
The runtime scaling has proven to be useful when operating large national and institutional Chipster services, as usage peaks can be managed by adding computational servers when required.
Similar(57)
Runtimes scaled nearly linearly in the number of animals and the number of markers.
The FMRPO runtime scales as O(NlogN), in the high-frequency limit.
The study is carried out using mapreduce based distributed framework functioning with heterogeneity and runtime scale-up.
As the runtime scales with resolution according to (N_{theta}^{4}), doubling resolution would cost a considerable 1.6 M CPU hours.
Due to the decentralized nature of the algorithm, its runtime scales with complexity of the problem in terms of number of machines; and the runtime for complex cases is of only a few minutes.
We found also that the CPU runtime scales linearly with respect to k. Figure 13 This figure shows comparison of precision versus recall (with our pose estimation method + pruning threshold k = 50), using 3 silhouettes (in blue) and 9 silhouettes (in red) per object, on the Watertight dataset.
In this paper, we propose a parallel, scalable, and memory-efficient MCE algorithm for distributed and/or shared memory high performance computing architectures, whose runtime scales linearly for thousands of processors on real-world application graphs with hundreds and thousands of nodes.
Moreover, the algorithm runtime scales well as the dataset size increases.
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