78 citations · 354 across the 35 of their papers we have counts for
Showing 2015Show all
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cs.DC2015★ 38 cited
Big Data Analytics-Enhanced Cloud Computing: Challenges, Architectural Elements, and Future Directions
Rajkumar Buyya, Kotagiri Ramamohanarao, Chris Leckie +3
The emergence of cloud computing has made dynamic provisioning of elastic capacity to applications on-demand. Cloud data centers contain thousands of physical servers hosting order…
stat.ML2015★ 5 cited
Invariant backpropagation: how to train a transformation-invariant neural network
Sergey Demyanov, James Bailey, Ramamohanarao Kotagiri +1
In many classification problems a classifier should be robust to small variations in the input vector. This is a desired property not only for particular transformations, such as t…