Designing Accelerator-Based Distributed Systems for High Performance

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Provided by: Virginia Systems
Topic: Hardware
Format: PDF
Multi-core processors with accelerators are becoming commodity components for high-performance computing at scale. While accelerator-based processors have been studied in some detail, the design and management of clusters based on these processors have not received the same focus. In this paper, the authors present an exploration of four design and resource management alternatives, which can be used on large-scale asymmetric clusters with accelerators. Moreover, they adapt the popular MapReduce programming model to their proposed configurations.
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