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The stress this kind of ambitious project puts on every aspect of current technology processing power; demand for parallel programmers; and data storage, curation, and publishing is enormous.
The massively parallel Network on Chip (mpNoC) was proposed to address the demand for parallel irregular communications for massively parallel processing System on Chip (mppSoC).
Thus, the need to perform microRNA identification at such large scale has increased the demand for parallel computing.
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At SC10, a computing conference held in New Orleans in November 2010, experts discussed the need to change curricula and update textbooks to reflect the growing demand for parallel-programming skills in general-purpose computing, and not just in scientific computing.
As multi-core processor systems become more and more widespread, the demand for efficient parallel algorithms also propagates into the field of computer graphics.
With nanotechnology becoming widely used, there is an increasing demand for rapid, parallel fabrication strategies for nanoholes and nanopillars.
For example, Hauser et al. [116] described a histogram display, dynamic axis re-ordering, axis inversion, and details-on-demand capabilities for parallel coordinates.
With increasing demands from regulatory organizations to provide quantitative data both for the product and for the production process of the biotechnological products, the demand for fast and parallel analysis systems has increased to a level that existing analytical instrumentation cannot meet demand.
The "energy production" KEGG class decreases from D1 to D6, which might be explained by two non-exclusive hypothesizes: the oxidative phosphorylation and citrate cycle are more active in D1 in relation to the high energy demand for developmental processes paralleling symbiont multiplication; the host energy production at D6 decreases as a result of the high energy income from symbiont digestion.
Typically, ePDEs must be solved numerically, which sets an ever growing demand for efficient and highly parallel algorithms to tackle their computational solution.
Thus the processing time of perfusion weighted image analysis will tend to rise which will definitely increase the demand for speedup by exploiting parallel hardware.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com