Speaker: Helena Kotthaus

Resource-Aware Scheduling Strategies for Parallel Machine Learning R Programs though RAMBO

Resource-Aware Scheduling Strategies for Parallel Machine Learning R Programs though RAMBO

We present resource-aware scheduling strategies for parallel R programs leading to efficient utilization of parallel computer architectures by estimating resource demands. We concentrate on applications that consist of independent tasks. The R programming language is increasingly used to process large data sets in parallel, which requires a high amount of resources. One important application is […]

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