This is the first tutorial in the livermore computing getting started workshop it is intended to provide only a very quick overview of the extensive and broad topic of parallel computing as a lead in for the tutorials that follow it. Software for parallel computing key issues and research directions 2 tools and methods for parallel computing learning from our successes software development for parallel processing software tools for developing and porting parallel programs scalable software tools for parallel computations. Business data processing applications are characterized by record processing and the size of the data typically creates significant i o performance issues as well as the need for fast computation parallel processing software assists business applications in two significant ways. Parallel programming models are closely related to models of computation a model of parallel computation is an abstraction used to analyze the cost of computational processes but it does not necessarily need to be practical in that it can be implemented efficiently in hardware and or software a programming model in contrast does
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