Machine Learning-Based Temperature Prediction for Runtime Thermal Management Across System Components
Kaicheng Zhang, Guliani, Akhil, Ogrenci-Memik, Seda, Memik, Gokhan, Yoshii, Kazutomo, Sankaran, Rajesh, Beckman, Pete
Published in IEEE transactions on parallel and distributed systems (01.02.2018)
Published in IEEE transactions on parallel and distributed systems (01.02.2018)
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Journal Article
Prediction of Solar Irradiance and Photovoltaic Solar Energy Product Based on Cloud Coverage Estimation Using Machine Learning Methods
Park, Seongha, Kim, Yongho, Ferrier, Nicola J., Collis, Scott M., Sankaran, Rajesh, Beckman, Pete H.
Published in Atmosphere (18.03.2021)
Published in Atmosphere (18.03.2021)
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Journal Article
Measuring Cities with Software-Defined Sensors
Catlett, Charlie, Beckman, Pete, Ferrier, Nicola, Nusbaum, Howard, Papka, Michael E., Berman, Marc G., Sankaran, Rajesh
Published in Journal of social computing (01.09.2020)
Published in Journal of social computing (01.09.2020)
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Journal Article
Waking from Paralysis: Revitalizing Conceptions of Climate Knowledge and Justice for More Effective Climate Action
Marion Suiseeya, Kimberly R., O’connell, Margaret G., Leoso, Edith, Defoe, Marvin Shingwe Biness Neme, Anderson, Alexandra, Bang, Megan, Beckman, Pete, Boyer, Anne-Marie, Dunn, Jennifer, Gilbert, Jonathan, Hester, Josiah, Horton, Daniel E., Jennings, Dylan Bizhikiins, Kebec, Philomena, Loeb, Nancy C., Loew, Patricia, Miller, William M., Moffitt, Katie, Packman, Aaron I., Waasegiizhig Price, Michael, Redbird, Beth, Rogers, Jennie, Sankaran, Rajesh, Schwoch, James, Silas, Pamala, Twardowski, Weston, Zerega, Nyree
Published in The Annals of the American Academy of Political and Social Science (01.03.2022)
Published in The Annals of the American Academy of Political and Social Science (01.03.2022)
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Journal Article
Goal-driven scheduling model in edge computing for smart city applications
Kim, Yongho, Park, Seongha, Shahkarami, Sean, Sankaran, Rajesh, Ferrier, Nicola, Beckman, Pete
Published in Journal of parallel and distributed computing (01.09.2022)
Published in Journal of parallel and distributed computing (01.09.2022)
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Journal Article
Acoustic fingerprints in nature: A self-supervised learning approach for ecosystem activity monitoring
Dematties, Dario, Rajani, Samir, Sankaran, Rajesh, Shahkarami, Sean, Raut, Bhupendra, Collis, Scott, Beckman, Pete, Ferrier, Nicola
Published in Ecological informatics (01.11.2024)
Published in Ecological informatics (01.11.2024)
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Journal Article
Machine Learning-Based Temperature Prediction for Runtime Thermal Management Across System Components
Zhang, Kaicheng, Guliani, Akhil, Ogrenci-Memik, Seda, Memik, Gokhan, Yoshii, Kazutomo, Sankaran, Rajesh, Beckman, Pete
Published in IEEE transactions on parallel and distributed systems (28.07.2017)
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Published in IEEE transactions on parallel and distributed systems (28.07.2017)
Journal Article
Waggle: An open sensor platform for edge computing
Beckman, Pete, Sankaran, Rajesh, Catlett, Charlie, Ferrier, Nicola, Jacob, Robert, Papka, Michael
Published in 2016 IEEE SENSORS (01.10.2016)
Published in 2016 IEEE SENSORS (01.10.2016)
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Conference Proceeding
ARMing the Edge: Designing Edge Computing–Capable Machine Learning Algorithms to Target ARM Doppler Lidar Processing
Jackson, Robert C., Raut, Bhupendra A., Dematties, Dario, Collis, Scott M., Ferrier, Nicola, Beckman, Pete, Sankaran, Rajesh, Kim, Yongho, Park, Seongha, Shahkarami, Sean, Newsom, Rob
Published in Artificial intelligence for the earth systems (01.10.2023)
Published in Artificial intelligence for the earth systems (01.10.2023)
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Journal Article
Let’s Unleash the Network Judgment: A Self-Supervised Approach for Cloud Image Analysis
Dematties, Dario, Raut, Bhupendra A., Park, Seongha, Jackson, Robert C., Shahkarami, Sean, Kim, Yongho, Sankaran, Rajesh, Beckman, Pete, Collis, Scott M., Ferrier, Nicola
Published in Artificial intelligence for the earth systems (02.03.2023)
Published in Artificial intelligence for the earth systems (02.03.2023)
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Journal Article
Optimizing cloud motion estimation on the edge with phase correlation and optical flow
Raut, Bhupendra A, Muradyan, Paytsar, Sankaran, Rajesh, Jackson, Robert C, Park, Seongha, Shahkarami, Sean A, Dematties, Dario, Kim, Yongho, Swantek, Joseph, Conrad, Neal, Gerlach, Wolfgang, Shemyakin, Sergey, Beckman, Pete, Ferrier, Nicola J, Collis, Scott M
Published in Atmospheric measurement techniques (08.03.2023)
Published in Atmospheric measurement techniques (08.03.2023)
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Journal Article
VIRTUALIZATION AND MULTI-TENANCY SUPPORT IN GRAPHICS PROCESSORS
TOLL BRET, CHEN GANG, GEORGE VARGHESE, RASH WILLIAM, MAIYURAN SUBRAMANIAM, SANKARAN RAJESH
Year of Publication 06.01.2021
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Year of Publication 06.01.2021
Patent
SYSTEMS METHODS AND APPARATUSES FOR HETEROGENEOUS COMPUTING
MARR DEBORAH T, VAN DOREN STEPHEN R, SHEFFIELD DAVID B, SANKARAN RAJESH M, MCDONNELL NIALL D, VENKATESH GANESH, O'HANLON MICHAEL A, CORBAL JESUS, YAMADA KOICHI, NURVITADHI ERIKO, VALENTINE ROBERT, MANLEY DWIGHT P, BRADFORD DENNIS R, GLOSSOP KENT D, CARTER NICHOLAS P, NEIGER GILBERT, COOK JEFFREY J, MOSUR LOKPRAVEEN B, MISHRA ASIT K, RANGANATHAN NARAYAN, CHARNEY MARK J, GROCHOWSKI EDWARD T, GRECO RICHARD J, NUZMAN JOSEPH, PEARCE JONATHAN D, FLETCHER THOMAS D, CAPRIOLI PAUL, DRYSDALE TRACY GARRETT
Year of Publication 13.07.2023
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Year of Publication 13.07.2023
Patent
Workshop 17: PAISE Parallel AI and Systems for the Edge
Beckman, Pete, Sankaran, Rajesh
Published in 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2020)
Published in 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2020)
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Conference Proceeding
SYSTEMS METHODS AND APPARATUSES FOR HETEROGENEOUS COMPUTING
MARR DEBORAH T, VAN DOREN STEPHEN R, SHEFFIELD DAVID B, SANKARAN RAJESH M, MCDONNELL NIALL D, VENKATESH GANESH, O'HANLON MICHAEL A, CORBAL JESUS, YAMADA KOICHI, NURVITADHI ERIKO, VALENTINE ROBERT, MANLEY DWIGHT P, BRADFORD DENNIS R, GLOSSOP KENT D, CARTER NICHOLAS P, NEIGER GILBERT, COOK JEFFREY J, MOSUR LOKPRAVEEN B, MISHRA ASIT K, RANGANATHAN NARAYAN, CHARNEY MARK J, GROCHOWSKI EDWARD T, GRECO RICHARD J, NUZMAN JOSEPH, PEARCE JONATHAN D, FLETCHER THOMAS D, CAPRIOLI PAUL, DRYSDALE TRACY GARRETT
Year of Publication 29.06.2022
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Year of Publication 29.06.2022
Patent
Introduction to PAISE 2019
Beckman, Pete, Sankaran, Rajesh
Published in 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2019)
Published in 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01.05.2019)
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Conference Proceeding