Tag: Algorithm Design

Comprehensive Analysis of Parallel Algorithms in CUDA: Architectural Optimization and Implementation Paradigms

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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 …

The Parallel Paradigm Shift: A Comprehensive Analysis of GPU Architecture, Programming Models, and Algorithmic Optimization

Posted on by uplatzblog

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 …