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With Picos, a programmer can achieve ideal scalability using aggressive parallel strategies with a large number of fine granularity tasks.
Numerical schemes and their GPU parallelism strategy are described in detail, where more than 40-fold speedup is achieved on one Nvidia C2050 GPU over one core of Intel E5520 CPU in double precision, and nearly ideal scalability is maintained when using up to 672 GPUs.
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The results show near-ideal scalability of the structural solution and gradient computation with the number of design variables, constraints, and processors, which makes this framework well suited for large-scale high-fidelity structural design optimization.
This (non-ideal) scalability was the result of long communication and computation times for the ghost points because the number of the ghost points was proportional to the surface area of the subdomain, and the surface area was proportional to N-2/3.
You want three attributes in an ideal world: scalability, security and decentralization.
The requirements of an ideal NVM are high density, scalability, low cost, low-energy operation, and high performance for potential applications.
Again, the scalability is far from ideal.
Overall, CRYSTALS benefits from having a small number of additional CPU cores available, but scalability is far from ideal.
We therefore consider the 1000 Genomes data as an ideal test data set to evaluate the scalability and performance of canvasDB for storage and analysis of the data from large-scale WGS projects.
Unfortunately,, this approach is not always practical due to e.g., limiting modeling assumption, non-ideal behaviors in real-life scenarios, and poor scalability" [68].
The simplicity and scalability of small reactors makes them an ideal energy source where future demand is uncertain and investment in larger plants and grids is simply not viable.But you passed over the one big area where small reactors can perhaps make the greatest contribution: the developing world.
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CEO of Professional Science Editing for Scientists @ prosciediting.com