An Example Of A Scholarly Source Is A Peer-Reviewed Journal Brief Introduction About High Performance Computing

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Brief Introduction About High Performance Computing

By definition, supercomputers are the fastest and most powerful computers, and currently the term refers to machines with hundreds of thousands of processors. They are the superstars of the high performance PC class. Personal computers (PCs) small enough in size and cost to be used by an individual, but powerful enough for advanced scientific and engineering applications, can also be high performance computers. We define HPC as machines that have a good balance between the following key elements:

  • Multi-stage (pipeline) functional units.

  • Multiple central processing units (CPUs) (parallel machines).

  • multiple cores.

  • Fast central registers.

  • Very big, fast memories.

  • Very fast communication between functional units.

  • Vector, video or array processors.

  • Software that combines the above effectively.

As a simple example, there’s no point in having an incredibly high-speed CPU with a memory system and software that can’t handle it.

High computing and supercomputers are often associated with large, government-funded agencies or academic institutions. However, most high-performance computing today is in the commercial sector, in areas such as aerospace, automotive, semiconductor design, large equipment design and manufacturing, energy exploration, and financial computing.

HPC is used in other domains where very large calculations must be performed, such as fluid dynamics, electromagnetic simulations, and the analysis of complex materials, to provide high levels of accuracy and predictability, resulting in higher quality and safer, more efficient products. For example, HPC is used to model the aerodynamics, thermal characteristics, and mechanical properties of automotive parts or components to find just the right design that balances efficiency, reliability, cost, and safety before spending millions of dollars to build an actual prototype. product.

Over time, the growing use of high-performance computing in research and the commercial sector, particularly in manufacturing, finance, and energy exploration, along with a growing catalog of computing applications, has created a trend toward HPC platforms designed for a wider range of applications. payload and these platforms are built using more widely available components. This use of commodity hardware components characterizes the cluster and grid era of high-performance computing. Clusters and grids continue to be the dominant methods of implementing high-performance computing in both the commercial and research/academic sectors. Economies of scale and the need to centrally manage computing resources in large organizations with diverse requirements have led to the practical reality that widely disparate applications are often deployed on the same shared HPC infrastructure.

A high-quality calculation can be done:

  • Workstation, desktop, laptop, smartphone!

  • supercomputer

  • Linux/MacOS/Windows/… cluster

  • mesh or sponge

  • Cyber ​​infrastructure = any combination of the above

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