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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 …
Executive Summary The computational landscape of high-performance computing (HPC) and artificial intelligence (AI) has undergone a tectonic shift, driven by the bifurcating trajectories of arithmetic throughput and memory bandwidth. As Read More …
1. The Paradigm of Heterogeneous Concurrency The transition from traditional Central Processing Unit (CPU) programming to the heterogeneous domain of General-Purpose Computing on Graphics Processing Units (GPGPU) necessitates a fundamental Read More …
Executive Overview: The Imperative of Memory Orchestration In the domain of High-Performance Computing (HPC) and massive parallel processing, the computational potential of the Graphics Processing Unit (GPU) has historically outpaced Read More …
1. The Microarchitectural Schism: Latency versus Throughput The trajectory of modern computing capabilities is defined not by a singular linear progression of speed, but by a fundamental bifurcation in architectural Read More …
1. Introduction to the CUDA Paradigm The evolution of high-performance computing (HPC) has been fundamentally reshaped by the transition of the Graphics Processing Unit (GPU) from a fixed-function rendering device Read More …
1. Introduction: The Paradigm of Throughput-Oriented Execution The graphical processing unit (GPU) has transcended its origins as a fixed-function rendering device to become the preeminent engine of modern high-performance computing Read More …
Executive Summary The transition from serial to parallel computing, necessitated by the physical limitations of frequency scaling, has established the Graphics Processing Unit (GPU) as the premier engine for high-throughput Read More …
1. Introduction: The Heterogeneous Computing Era The landscape of high-performance computing (HPC) has undergone a seismic transformation over the last two decades. For nearly thirty years, the industry relied on Read More …