Rafał Lewandowski - Publications - Bridge of Knowledge

Rafał Lewandowski

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Year 2016

KernelHive: a new workflow-based framework for multilevel high performance computing using clusters and workstations with CPUs and GPUs
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- CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE - Year 2016
The paper presents a new open-source framework called KernelHive for multilevel parallelization of computations among various clusters, cluster nodes, and finally, among both CPUs and GPUs for a particular application. An application is modeled as an acyclic directed graph with a possibility to run nodes in parallel and automatic expansion of nodes (called node unrolling) depending on the number of computation units available....

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