Parallel Computing in R using the HPC Cluster (Independent Tasks)April 01, 2023 Slurm Job Array read more
Using R in High Performance Computing (HPC) ClusterDecember 09, 2022 HPC Cluster An HPC cluster is a type of computing system that consists of multiple interconnected computers or nodes working together to provide high-performance computing capabilities. Component of HPC Cluster Cluster includes servers, networks and storage. Partitions: Collection of nodes Node (server): Contains multiple processors. Processor: Contains multiple cores. Eg: CPU and GPU. Core: Receives instructions and performs calculations. Nodes Login nodes: The secure entry point to the cluster, where users can submit jobs, manage files, and interact with the cluster. Compute nodes: Perform the actual computation tasks requested by users. Storage nodes: High-capacity, high-performance storage for user data and applications that are connected to the compute nodes via a high-speed network. Data transfer nodes: Dedicated to high-speed data transfer between the cluster and external networks or storage systems. read more