Hay J.L., Pettitt A.N.'s Bayesian analysis of a time series of counts with covariates PDF

By Hay J.L., Pettitt A.N.

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For instance, a call to the level 3 BLAS routine GEMM may result in parallel execution of matrix–matrix multiplication. Any code that utilizes GEMM will automatically perform this operation in parallel. While some computer vendors spend considerable amount of time and resources to deliver highly optimized BLAS kernels (routines accumulated in Cray’s scilib library were one of the best in delivered performance, while currently IBM’s E SS L library is also very well optimized), this does not have to be the case.

6 PROGRAMMING PARALLEL COMPUTERS Moving from theoretical considerations to the computational practice, one must consider a number of issues involved in programming parallel computers. This introduction to them will follow the above described levels of parallelization and start from the parallelization inside of a single processor as well as a brief note about language-based parallelization. It will be followed by the discussion of writing codes for shared memory and distributed memory computers, parallelization of existing codes, and library-based parallelization.

Ocean modeling applications, were developed and implemented in Fortran and translated into Ada by a separate group of programmers when ready to be turned into a production environment. , through the application of multi-threading). Since it is a relatively new language, it is still unclear how much popularity it will gain in the scientific computing community. The main disadvantage of Java seems to be its widely perceived lack of efficiency (which should not be viewed as a problem with the language itself since it was not designed for that purpose).

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Bayesian analysis of a time series of counts with covariates an application to the control of an infectious disease by Hay J.L., Pettitt A.N.


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