HPC Driven Innovations in Network Management for Greater Efficiency and Productivity
Harsha Veerla, Vinay Chindukuri, Yaseen Junaid Mohammed, Vinay Palakonda, Radhika Rani Chintala · 2023
High Performance Computing (HPC) is generally a powerful computing system and software which is used to solve complex computational problems that the today's computing methods fail to solve. HPC systems use parallel processing methods, distributed computing, and specialized hardware like FPGA (Field programmable gate arrays) and GPU (Graphics processing unit) to get high level of performance. Developing of HPC systems has become rapidly evolving field, to bring out the new technologies of hardware and software for optimization techniques and managing to get better performance. HPC systems are used in wide range of machine learning, scientific and engineering applications including weather forecasting etc. Users can also use HPC to run complex modelling problems such as nuclear physics, AI (Artificial Intelligence), climate modelling etc. It is applied to solve transaction processing, data ware houses like business uses. It will perform high number of operations in no time and completes the operations under a tight deadline. In this computing method user can solve many computational things parallelly. It is also known as Supercomputing which performs operations at highest rate on computers which can perform more than a quadrillion floating-point calculations per second. In this article the present and emerging application domains of HPC and the role of it in shaping the future of networking are addressed.