including smartphones,high-performance computing (HPC), AI andmachine learning (ML).By enabling computers to solve more complex problems faster and with fewer resources, parallel computing is also a crucial driver ofdigital transformationfor many enterprises. ...
HPC is a class of applications and workloads that perform computationally intensive operations spread across multiple resources. Learn about HPC.
AWS ParallelCluster is an AWS supported open source cluster management tool that helps you to deploy and manage high performance computing (HPC) clusters in the AWS Cloud. It automatically sets up the required compute resources, scheduler, and shared fil
An HPC cluster comprises multiple high-speed computer servers networked with a centralized scheduler that manages the parallel computing workload. The computers, called nodes, use either high-performance multi-coreCPUsor—more likely today—GPUs, which are well suited for rigorous mathematical calculation...
“Look, if ten percent of your problem is serial, then even if you throw a thousand processors at it, you will never get a tenfold speedup.” So it’s just not worth doing, and for the longest time the industry used that as an excuse for not going parallel, which meant that we ...
“Ginkgo’s memory accessor in order to integrate a communication-reduction strategy into the (Krylov) GMRES solver that decouples the storage format (i.e., the data representation in memory) of the orthogonal basis from the arithmetic precision that is employed during the operations with that ...
HPC and AI Scientific Visualization Simulation and Modeling Quantum Computing Self-Driving Vehicles Overview In-Vehicle Computing Infrastructure Industries Industries Overview Architecture, Engineering, Construction & Operations Automotive Consumer Internet Energy Financial Services Gaming Global...
High-performance computing (HPC).C++ is well suited forHPCapplications that require maximum computational efficiency and parallel processing. It's used in scientific simulations, numerical analysis, mathematical modeling and simulations of physical phenomena. It's often used alongside specialized libraries ...
ROCm is a software stack, composed primarily of open-source software, that provides the tools for programming AMD Graphics Processing Units (GPUs), from low-level kernels to high-level end-user applications. Specifically, ROCm provides the tools for HIP (Heterogeneous-computing Interface for Portabil...
In the context of computers and technology, "linear" typically refers to a sequential or step-by-step progression, where tasks or operations occur in a straightforward and predictable order. It contrasts with non-linear approaches that involve more complex, branching, or parallel structures. Linear...