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1. Introduction: The Paradigm Shift to Heterogeneous Computing The execution of a “Hello World” program in the context of NVIDIA’s Compute Unified Device Architecture (CUDA) represents far more than a Read More …
1. Introduction: The Evolution of Throughput-Oriented Computing The trajectory of modern high-performance computing (HPC) has been defined by a fundamental divergence in processor architecture: the split between latency-oriented central processing Read More …
1. Introduction: The Evolution of General-Purpose GPU Computing The trajectory of high-performance computing (HPC) was fundamentally altered with the introduction of the Compute Unified Device Architecture (CUDA) by NVIDIA in Read More …
Section 1: Foundational Philosophies: Latency vs. Throughput The modern computational landscape is dominated by two distinct processing paradigms, embodied by the Central Processing Unit (CPU) and the Graphics Processing Unit Read More …