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At present, a promising solution to address this challenge is cloud computing [ 3- 5], which exploits the full potential of multiple computers and delivers computation and storage as dynamically allocated virtual resources via the Internet [ 6].
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In this paper, we study computation offloading by using edge computing, which is a new paradigm to deliver computation to the edge of pervasive networks nearby mobile users.
Our experiments using kernels from a popular phylogenetic inference application suite show that we can deliver computation throughput over 1011 operations per second, consuming ∼0.5 nJ per operation, while ensuring that on-chip temperature variation is within 26 °C.
"This huge explosion of data is driving a movement to design systems around workloads because it is the only way to deliver the computation needed, and it's far more energy-efficient," said Kunle Olukotun, a computer scientist at Stanford.
This paper identifies the impact of computation delivered by authentic learning experiences in the form of anchored instruction on students' self-beliefs and their capacity to leverage computation to acquire disciplinary concepts in subsequent computationally-based engineering coursework.
These new applications are challenging the industry to deliver much more computation capability at an improved affordability level.
With increasing workloads, these many-core platforms need to deliver high overall computation throughput while also being energy-efficient.
The performance-per-watt is defined by the rate of computation delivered by the processor under test for every watt of power consumed.
The main motivation behind this study was to develop a self-adaptive model management strategy for surrogate-assisted algorithms in such a way that the same quality results, as those obtained by the corresponding unassisted (typical) algorithm, are delivered with less computation.
It seems that using GPGPU is a desirable approach in perfusion imaging analysis, which does not harm the quality of cerebral hemodynamic maps but delivers results faster than the traditional computation.
On the other hand the accumulation moments are delivered to the Zernike computation block, waiting for the completion of the computations.
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