Supercomputers, by definition, are the fastest and most powerful computers. At the moment, they refer to machines with hundreds or thousands of processors. These computers are the stars of the high-performance computer class. High-performance computers can also include personal computers (PCs), which are small enough to be portable and affordable enough to be used by individuals, but powerful enough to support advanced engineering and scientific applications. The following are the main elements of HPC.
- Functional units that are multi-staged and pipelined.
- Multiple central processing units (CPUs) (parallel machines).
- Multiple cores.
- Central registers are fast.
- Fast memories and very large.
- Communication between functional units very fast
- Processing vector, video and array data.
- Software that integrates all of the above.
It is absurd to have a processor with an incredibly fast speed and a memory system that can't keep up with it.
Supercomputers and high computing are often associated with large government agencies. High-Performance Computing is primarily found in the commercial sector. This includes areas such as automotive, semiconductor design and manufacturing, financial computing, and energy exploration.
HPC can be used in many other areas where large calculations such as fluid dynamics and electromagnetic simulations and complex materials analysis are required to ensure high accuracy and predictability. This results in safer and more efficient products. HPC can be used to model aerodynamics, thermal characteristics, as well as the mechanical properties of automotive components. This allows for the creation of the perfect design that balances cost, efficiency, reliability, safety, and safety.
The increasing use of High-Performance Computing for research and commercial purposes, especially in manufacturing and finance, along with an expanding catalog of Computing applications, has led to a trend towards HPC platforms that can handle more workloads. These platforms are built using more readily available components. The grid and cluster eras of High Performance Computing are characterised by the use of common hardware components. Grids and clusters are still the most popular methods for deploying High Computing in the academic and commercial sectors. The practical reality is that many different applications can be run on the same shared HPC infrastructure because of economies of scale and the need for central management to manage computing resources across large organizations with differing requirements.
High-performance computing is possible on:
- workstation, desktop, laptop, smartphone!
- Supercomputer
- Linux/MacOS/Windows/... cluster
- A cloud or a grid
- Cyber Infrastructure = Any combination of the above
