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(2) Embarrassingly parallelism: Under embarrassingly parallel (massive parallelism) scenarios, the computation is naturally independent among subtasks, but the execution time of each subtask varies.
One big idea, not yet a product, is a massively parallel analog front end, previously unthinkable because massive parallelism implies massive transistor mismatch.
The faster approach extends Smith Waterman using Associative Massive Parallelism (SWAMP+) for three different parallel architectures: ASsociative Computing ASCC), the ClearSpeed coprocessor, and the Convey Computer FPGA coprocessor.
This massive parallelism in GPU makes it a more appealing option for parallel computing applications.
The challenge confronting scientists in planning future experimental and theoretical research efforts – be they individual efforts with one computer or collaborative efforts proposing to use the largest supercomputers in the world is how to capitalize on these new massively threaded computational architectures – especially as not all computational problems will scale to massive parallelism.
This paper provides DNA-computing-based approaches with inherently high information density and massive parallelism.
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The experiment underlines the potential power of DNA computers-massive parallelism and speed.
It allows for a massive twofold parallelism: parallel ray triangle intersection tests as well as parallel processing of many rays.
Multi-core architectures are also evolving quickly to exploit both massive-threading and massive-parallelism such as the 1.3 million threads Blue Waters supercomputer.
On-chip MPPAs can be used to accelerate low-level image-processing algorithms with massive inherent parallelism.
They are able to exploit the massive spatial parallelism of low-level vision, featuring general-purpose computation.
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