178 citations · 1.1k across the 84 of their papers we have counts for
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Towards a Practical Architecture for India Centric Internet of Things
Prasant Misra, Yogesh Simmhan, Jay Warrior
An effective architecture for the Internet of Things (IoT), particularly for an emerging nation like India with limited technology penetration at the national scale, should be base…
Floe: A Continuous Dataflow Framework for Dynamic Cloud Applications
Yogesh Simmhan, Alok Kumbhare
Applications in cyber-physical systems are increasingly coupled with online instruments to perform long running, continuous data processing. Such "always on" dataflow applications…
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…
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…