The evolution and impact of high-performance computing systems

Dameruppula, Suresh (2025) The evolution and impact of high-performance computing systems. World Journal of Advanced Research and Reviews, 26 (1). pp. 1983-1989. ISSN 2581-9615

High-Performance Computing (HPC) has revolutionized computational capabilities across industries, enabling solutions to previously intractable problems. The evolution from terascale to exascale systems has fundamentally transformed research methodologies and analytical techniques in domains ranging from climate science to healthcare. Modern HPC architectures leverage specialized hardware integration, advanced interconnect technologies, and sophisticated storage infrastructures to achieve unprecedented performance levels. These systems operate through diverse paradigms, including shared memory, distributed memory, and hybrid approaches, each optimized for specific computational challenges. The transformative impact extends beyond technical achievements to tangible societal benefits in scientific discovery, materials development, genomic analysis, and drug discovery. As HPC continues to evolve, addressing challenges in energy efficiency and system resilience will be critical to sustaining its trajectory of innovation and practical application across disciplines.