This shift has occurred due to the sheer growth in the scale of computation, networking, and usage as well as progress in machine learning and related technologies.
The physical world, increasingly populated and penetrated by smart objects, turns into an exponentially expanding address space for computerized networks, so much so that it is argued that we have reached a planetary scale of computation.
The existence and significance of heterogeneity are clearly evident at this scale of computation.
In this study, to reduce the scale of computation and to improve computation efficiency, the axial symmetric model was used to analyze the characteristics of aerostatic circular pad bearings with orifice restrictor and porous restrictors, as shown in Figure 2(a), (c), respectively.
However, it is important to realize that the D&C algorithm does not help to reduce the scale of computation of the Coulomb matrix and exchange matrix.
Cloud computing potentially offers an efficient and economical means to obtain the power and scale of computation required to facilitate large-scale efforts in translational data integration and analysis.
The case-control analysis was undertaken on only one year's data (2005-6) because we assumed that this would be adequate to test the hypothesis and because of the enormous scale of computation required to run a matched analysis on several million records.
Efficiently running such data-intensive applications can be very challenging in a single site, depending on the scale of the computations, running them in a worldwide distributed environment with chaotic user-related access patterns needs a design which avoids all the pitfalls which could harm its efficiency at a major degree.
Such 'structural distribution' reflected therefore the anisotropy of the structure due to the finite scale of the computations, and we used it as a normalization distribution.
Illustrations of large scale parallel computations of three-dimensional hypersonic rarefied flows over the reusable sphere cone satellite and the re-entry spacecraft using almost the largest computer systems available in China are also reported.
