onCluster

onCluster refers to a programming paradigm or framework designed for distributed computing environments, specifically within a cluster of interconnected nodes. The core idea behind onCluster is to abstract away the complexities of parallel execution and inter-process communication, allowing developers to write code that appears to run on a single machine while benefiting from the computational power of multiple machines. This typically involves managing tasks, data distribution, and synchronization across the cluster. Frameworks employing the onCluster model often provide APIs for defining computations, distributing them to available nodes, and collecting results. The goal is to simplify the development of high-performance and scalable applications by handling the underlying infrastructure management. This allows applications to leverage the combined resources of a cluster for tasks such as data processing, scientific simulations, or machine learning model training. The specific implementation details and capabilities of onCluster systems can vary significantly between different frameworks.