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Additionally, we present a detailed analysis of each optimization, which reveals surprising hardware bottlenecks and software challenges for future multicore systems and applications.
In practice, the peak application data rates are lower than the PHY data rates due to channel access delays, upper layer overheads and/or hardware bottlenecks and driver restrictions [24, 25].
This should significantly reduce the time required to perform GWAS or similar analyses, allow for the development of new algorithms, as well as extend the lifespan of current software tools by eliminating hardware bottlenecks.
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Acquisition and processing tasks share the same hardware, eliminating communication bottlenecks with smaller size and power losses.
Bijan Davari, IBM's vice president of next-generation computing systems and technology, says Big Blue has been creating catalogs of bottlenecks in hardware, software, middleware and any other relevant pieces, and slicing them by vertical markets and related service requirements.
Centralized operations become the bottleneck of hardware acceleration.
Each chip will have its own built-in networking hardware and memory, reducing data bottlenecks between chips processing in parallel.
FDTD is a data-intense algorithm; the bottleneck of the hardware design is its memory interface.
The quality and productivity lag vis-à-vis hardware has created a software bottleneck.
This may present a bottleneck given current hardware capabilities; hence, some researchers have devised suboptimal methods with reduced complexity such as the ordering scheme proposed in [13] for MF or the inversion-approximation for ZF proposed in [14].
The corresponding increased memory bandwidth bottlenecks furthermore impose additional hardware constraints for higher video resolutions.
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