328 citations · 1.2k across the 57 of their papers we have counts for
Showing 2014Show all
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cs.DC2014★ 13 cited
Scalable Analytics over Distributed Time-series Graphs using GoFFish
Yogesh Simmhan, Charith Wickramaarachchi, Alok Kumbhare +5
Graphs are a key form of Big Data, and performing scalable analytics over them is invaluable to many domains. As our ability to collect data grows, there is an emerging class of in…
cs.LG2014★ 47 cited
Holistic Measures for Evaluating Prediction Models in Smart Grids
Saima Aman, Yogesh Simmhan, Viktor K. Prasanna
The performance of prediction models is often based on "abstract metrics" that estimate the model's ability to limit residual errors between the observed and predicted values. Howe…