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1. Multi- and many-core architectures have experienced widespread use in desktop and HPC systems. Provide justification to the following points
a) In August 2018 AMD launched their Ryzen Threadripper 2990WX processor with 32 cores and 64 threads, while NVIDIA released their V100 with 5120 and 640 CUDA and Tensor cores respectively at the end of 2017. Critically contrast the differences between multi-core CPUs, GPUs, and Tensor architectures.
b) Explain why parallel programming cannot match the progress of processor technology.
c) Suggest ideas and defend your argument using plausible solutions for core scaling, effective programming using multi-core technologies.
2. The standard Linpack benchmark employed for the Top500 list solves a dense mxm system of linear equations. The time complexity for the sequential algorithm can be approximated by 2/3m3+2m2. Assuming there is a MPI parallel Linpack code which requires:
identifies the cost of computer components to configure a computer system (including all peripheral devices where needed) for use in one of the following four situations:
Compare how the gestures data is generated and represented for interpretation in each of the following input devices. In your comparison, consider the data formats (radio waves, electrical signal, sound, etc.), device drivers, operating systems suppo..
Assignment : Cores on Computer Systems: Differentiate between multiprocessor systems and many-core systems in terms of power efficiency, cost benefit analysis, instructions processing efficiency, and packaging form factors.
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Distinguish between caching and buffering The failure model defines the ways in which failure may occur in order to provide an understanding of the effects of failure. Give one type of failure with a brief description of the failure
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