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In practical cases, the extra time introduced by the parallel computing should also be taken into consideration.
In addition, some examples are demonstrated in this paper, all implemented by the parallel computing toolbox of Matlab, and run on a PC with a four-core CPU.
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Scalable architecture has become the main developing direction of core router in future Internet, and the major technical challenge faced by scalable router is the parallel computing technology in its control plane.
Numerical accuracy of the THC-MP was verified through a CO2 injection-induced reactive transport problem by comparing the results obtained from the parallel computing and sequential computing (original code).
The parallel computing is realized by using message passing interface (MPI) library.
This chapter introduces CUDA (the parallel computing architecture developed by NVIDIA) and differentiates CUDA from programming conventional single and multicore processors.
We have tested this program in Dell PowerEdge R910 workstation that has 32-cores and the parallel computing increased efficiency by an order of magnitude.
The company is mounting a major effort to improve the parallel computing capabilities in its software.
The potential of the fast gradient method for solving linear quadratic model predictive control (MPC) problems in the sub-millisecond range was only recently recognised by Richter et al. This paper aims to push the execution-time limit even further by exploiting the computational power offered by parallel computing architectures.
These simulation sets also illustrate the required computation time and speedup gains provided by different parallel computing strategies, justifying the employment and the relevance of GPUs and CUDA in such extensive numerical approach.
Code portability, reusability and scalability have been tested by using the following parallel computing architectures: distributed memory with massive parallel processors and two networks, INFINIBAND and Myrinet, composed of 17 and 1024 nodes respectively.
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