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The chapter focuses on the Krylov methods where the mass storage of data is playing key role on the numerical performance and the global communications due to dot products are the main parallelism difficulty.
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This creates difficulty for delivering parallelism for a single Markov chain.
In this paper, we present a framework to evaluate parallel control-flow obfuscation, which raises difficulty of reverse engineering by increasing parallelism of a program.
This is mostly due to difficulties in controlling the parallelism of flat surfaces separated by gaps falling in the micro- or nano-range with enough accuracy.
Our main objective in this paper it to present a novel metaheuristic which exploits cooperative parallelism in order to surmount the difficulties mentioned above.
Importantly, the application of a phylogenetic approach to discern between convergence and parallelism alleviates some of the operational difficulties of separating these two concepts, thereby allowing a meaningful, quantitative way of assessing repeated evolutionary patterns (for reviews of this highly contested issue see: [ 11- 13]).
Implementations for molecular dynamics on parallel computers generally use either particle parallelism or geometric parallelism.
The high degree of parallelism or convergence in these modifications has always been an added difficulty to reveal phylogenetic relationships among the subterranean species [ 5- 8], but at the same time poses a very interesting evolutionary problem, as the mechanisms through which it is achieved remain largely unknown.
The model is designed to ease three major difficulties of programming network processors: taking advantage of hardware parallelism, arbitration of shared resources, and efficient data layout.
Parallelism problem.
A parallelism problem.
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