High-Performance Computing (HPC)
High-Performance Computing (HPC) refers to the practice of aggregating computing power to deliver higher performance levels than one could get out of a typical desktop or workstation computer. HPC systems are employed to solve complex problems in various fields, including science, engineering, and business.
History and Evolution
Historically, high-performance computing was synonymous with supercomputing. However, since around 2005, the landscape of HPC has evolved significantly. Modern HPC systems have transitioned from traditional supercomputers to computing clusters and grids, which leverage multiple computers to perform computations in parallel.
A significant development in this field was the High Performance Computing Act of 1991, which aimed to ensure the U.S. remained at the forefront of high-performance computing.
Applications
HPC is utilized across various domains, notably in scientific research, financial modeling, climate modeling, and artificial intelligence. For example, HPC allows meteorologists to predict weather patterns more accurately and helps financial analysts run complex simulations to assess market risks.
Technical Computing
An important aspect of HPC is high-performance technical computing, which focuses on applying HPC to technical problems rather than purely scientific or business purposes. This has implications for fields like bioinformatics and computational fluid dynamics.
Modern HPC Infrastructure
Modern HPC infrastructure consists of several key components:
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Supercomputers: These remain an integral part of the HPC ecosystem, providing unparalleled computational power for complex tasks.
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Computing Centers: HPC centers house supercomputers and offer resources for various computational needs. Examples include the High-Performance Computing Centre at the University of Stuttgart.
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European High-Performance Computing Joint Undertaking: This initiative represents a public-private partnership in Europe to advance HPC capabilities.
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Cloud Computing: With advancements in cloud technology, HPC resources are increasingly offered as a service, making them more accessible to organizations that require computational power without the need to own the infrastructure.
Future Directions
The pursuit of computational power continues with emerging concepts like zettascale computing, which aims for systems capable of performing at least (10^{21}) calculations per second. Innovations in reconfigurable computing, which combine the flexibility of software with the performance of hardware, are also paving the way for next-generation HPC systems.