High-Performance Computing: Evaluating Computing Paradigms, Scalability, and Real-World Applications

• DOI: 10.20944/preprints202504.0723.v1
• Publication Date: 2025-04-10T00:46:11Z
• Authors: Mridul Bhattacharjee; Mohamed Muzni Moh...; Rozin Khan; Syed Athif Usman; Mohamed Zeedhan; Abdelrahman Mahmo...; Noor Ul Amin
• Keywords: End-user computing; Unconventional computing

High-Performance Computing (HPC) revolutionized the field of computational science by enabling it to process vast amounts data and execute complex simulations at remarkable speed efficiency. This paper describes various paradigms computing, namely, client-server distributed cloud edge elaborates on their technology drivers. Particular focus is given HPC, its architecture, programming models, performance metrics, scalability, applications. The article highlights significant impact HPC in fields medicine, biophysics, business, engineering facilitating paradigm-altering scientific discoveries, economic forecasting, engineering. In addition, mentions challenges deploying such as handling resources, integration multi-core processors. Through comparative analysis benchmarking techniques, research points necessity continuous hardware software innovations make systems efficient sustainable. study brings out revolutionary potential modern computing central role solving most problems age.