Dandelion: a compiler and runtime for heterogeneous systems

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Next generation cloud computing: New trends and research directions

B Varghese, R Buyya - Future Generation Computer Systems, 2018 - Elsevier
The landscape of cloud computing has significantly changed over the last decade. Not only
have more providers and service offerings crowded the space, but also cloud infrastructure …
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[PDF] usenix.org

{TensorFlow}: a system for {Large-Scale} machine learning

M Abadi, P Barham, J Chen, Z Chen, A Davis… - … USENIX symposium on …, 2016 - usenix.org
TensorFlow is a machine learning system that operates at large scale and in heterogeneous
environments. Tensor-Flow uses dataflow graphs to represent computation, shared state …
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Tensorflow: Large-scale machine learning on heterogeneous distributed systems

M Abadi, A Agarwal, P Barham, E Brevdo… - ar** server applications that offload computation and data to a NIC accelerator is
laborious because one has to explore the design space of decisions about data placement …
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