Journal publications
Title | Year |
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ARMing the Edge: Designing Edge Computing–Capable Machine Learning Algorithms to Target ARM Doppler Lidar ProcessingJackson, Robert C., Bhupendra A. Raut, Dario Dematties, Scott M. Collis, Nicola Ferrier, Pete Beckman, Rajesh Sankaran, Yongho Kim, Seongha Park, Sean Shahkarami, and Rob Newsom | 2023 |
Optimizing Cloud Motion Estimation on the Edge with Phase Correlation and Optical FlowRaut, Bhupendra A., Paytsar Muradyan, Rajesh Sankaran, Robert C. Jackson, Seongha Park, Sean A. Shahkarami, Dario Dematties, Yongho Kim, Joseph Swantek, Neal Conrad, Wolfgang Gerlach, Sergey Shemyakin, Pete Beckman, Nicola J. Ferrier, and Scott M. Collis. | 2023 |
Let’s Unleash the Network Judgment: A Self-Supervised Approach for Cloud Image AnalysisDematties, Dario, Bhupendra A. Raut, Seongha Park, Robert C. Jackson, Sean Shahkarami, Yongho Kim, Rajesh Sankaran, Pete Beckman, Scott M. Collis, and Nicola Ferrier. | 2023 |
Goal-driven Scheduling Model in Edge Computing for Smart City ApplicationsKim, Yongho, Seongha Park, Sean Shahkarami, Rajesh Sankaran, Nicola Ferrier, and Pete Beckman. | 2022 |
Hands-On Computer Science: The Array of Things Experimental Urban InstrumentCharlie Catlett, Pete Beckman, Nicola Ferrier, Michael E. Papka, Rajesh Sankaran, Jeff Solin, Valerie Taylor, Douglas Pancoast, and Daniel Reed. | 2022 |
Prediction of Solar Irradiance and Photovoltaic Solar Energy Product Based on Cloud Coverage Estimation Using Machine Learning MethodsSeongha Park, Yongho Kim, Nicola J. Ferrier, Scott M. Collis, Rajesh Sankaran and Pete H. Beckman. | 2021 |
Measuring Cities with Software-Defined SensorsCharlie Catlett, Pete Beckman, Marc G. Berman, Nicola Ferrier, Howard Nusbaum, Michael E. Papka, and Rajesh Sankaran. | 2020 |
Harnessing the Computing Continuum for Programming Our WorldPete Beckman, Jack Dongarra, Nicola Ferrier, Geoffrey Fox, Terry Moore, Dan Reed, and Micah Beck. | 2020 |
Publications in conference proceedings
Title | Year |
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Addressing the Constraints of Active Learning on the EdgeNueve, Enrique, Sean Shahkarami, Seongha Park, and Nicola Ferrier. | 2021 |
WeatherNet: Nowcasting Net Radiation at the EdgeNueve, Enrique, Robert Jackson, Rajesh Sankaran, Nicola Ferrier, and Scott Collis. | 2021 |