CUDA Graphs for Workflow Optimization: Architectural Analysis, Implementation Strategies, and Performance Implications

1. Introduction: The Launch Latency Barrier in High-Performance Computing The trajectory of High-Performance Computing (HPC) and Artificial Intelligence (AI) hardware has been defined by a relentless increase in parallelism. As Read More …

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

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 …