Tag: CUDA

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

Posted on by uplatzblog

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 …