Analyze the role of graphics processing units (GPUs) in modern computing.
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Analyze the role of graphics processing units (GPUs) in modern computing.
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- What is the role of the GPU (Graphics Processing Unit) in computational systems, and how does it differ from the CPU?Explain parallel computing approaches and techniques in MATLAB and Python :- using Multicore Processors GPU- using Manycore Processors GPUExplain the concept of parallel computing and its relevance in modern computational systems.
- Define pipelining in computer architecture. How does it improve the performance of a processor?Discuss the use of vectorization and GPU-based ALU instructions for high-performance computing applications.Regarding the advancement of supercomputing, grid computing, and cluster computing, what role does Moore's law assume?