What is kernel-level programming in an OS? Kernel-level programming involves writing software that interacts directly with the operating system's core functions (the kernel). This type of programming requires specialized knowledge and can be used to create device drivers, security software, and other...
High performance computing (HPC) is a class of applications and workloads with computationally intensive operations spread across multiple resources.
Since the launch of technologies like ChatGPT, organizations have rapidly embraced the promise ofgenerative AI (gen AI)to accelerate innovation and foster growth. This development has spurred an even greater demand for high-performance computing. HPC provides the high computational power and scalability...
Example of an HPC system The University of Leicester uses an HPC system to complete calculations in theoretical physics, astrophysics, particle physics, cosmology, and nuclear physics. Being able to make these complex calculations quickly enables this team to approach questions such as how stars form...
What is a System on a Chip? A system on a chip is an integrated circuit that compresses all of a system’s required components onto one piece of silicon. By eliminating the need for separate and large system components, SoCs help simplify circuit board design, resulting in improved power ...
Clusters: This topology connects multiple independent computers (nodes) together to work as a single system. Clusters can be used to increase the computational power and parallel processing capability of an HPC system. Grid computing: This topology connects multiple independent clusters together to work...
A graphics processing unit (graphical processing unit, GPU) is an electronic circuit designed to speed computer graphics and image processing on various devices. These devices include video cards, system boards, mobile phones andpersonal computers (PCs). ...
High-performance computing (HPC) power, featuring larger computing volumes. A single task might invoke a huge number of computing resources. HPC is a computer cluster system that connects multiple computer systems using various interconnection technologies and utilizes the integrated computing capability of...
Bias: Data may be clean, but is it free from bias? As an obvious case, let’s say you wanted to train a machine learning system to detect dogs in pictures, and you’ve got a robust data set of only Labrador and poodle photos. After training, the model is great at detecting these ...
Example of an HPC system The University of Leicester uses an HPC system to complete calculations in theoretical physics, astrophysics, particle physics, cosmology, and nuclear physics. Being able to make these complex calculations quickly enables this team to approach questions such as how stars form...