Supercomputers: Why are they needed and are they accessible to ordinary people?
techJanuary 29, 20250
Supercomputer
Modern tasks such as analyzing petabytes of data, training deep neural networks, and modeling complex physical processes require colossal computing resources.
Regular servers and PCs are not capable of handling such loads. Supercomputers, equipped with thousands of high-performance processors and specialized accelerators, can perform up to a quintillion operations per second, providing breakthroughs in science, medicine, and industry.
Supercomputer
A supercomputer is an ultra-high-performance peru mobile database computing system consisting of thousands of nodes connected by ultra-high-speed data transmission channels.
Unlike traditional servers, supercomputers use parallel computing, allowing them to solve complex problems in hours rather than months.
Modern architectures combine CPUs and GPUs, where graphics processing units GPUs significantly accelerate computations, especially in the areas of machine learning, data science, and physics modeling.
Additionally, specialized accelerators are used, for example, tensor processing units TPU are optimized for working with artificial intelligence tasks.