Comparative evaluation of deep learning workloads for leadership-class systems
Yin, Junqi, Tsaris, Aristeidis, Dash, Sajal, Miller, Ross, Wang, Feiyi, Shankar, Mallikarjun (Arjun)
Published in BenchCouncil Transactions on Benchmarks, Standards and Evaluations (01.10.2021)
Published in BenchCouncil Transactions on Benchmarks, Standards and Evaluations (01.10.2021)
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Journal Article
Conference Proceeding
FORGE: Pre-Training Open Foundation Models for Science
Yin, Junqi, Dash, Sajal, Wang, Feiyi, Shankar, Mallikarjun Arjun
Published in SC23: International Conference for High Performance Computing, Networking, Storage and Analysis (11.11.2023)
Published in SC23: International Conference for High Performance Computing, Networking, Storage and Analysis (11.11.2023)
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Conference Proceeding
DeepThermo: Deep Learning Accelerated Parallel Monte Carlo Sampling for Thermodynamics Evaluation of High Entropy Alloys
Yin, Junqi, Wang, Feiyi, Shankar, Mallikarjun Arjun
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (01.05.2023)
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Conference Proceeding
Strategies to Deploy and Scale Deep Learning on the Summit Supercomputer
Yin, Junqi, Gahlot, Shubhankar, Laanait, Nouamane, Maheshwari, Ketan, Morrison, Jack, Dash, Sajal, Shankar, Mallikarjun
Published in 2019 IEEE/ACM Third Workshop on Deep Learning on Supercomputers (DLS) (01.11.2019)
Published in 2019 IEEE/ACM Third Workshop on Deep Learning on Supercomputers (DLS) (01.11.2019)
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Conference Proceeding
Corrigendum to “Ecosystem discovery: Measuring clean energy innovation ecosystems through knowledge discovery and mapping techniques [Electr. J. (2016) 64–75]”
Lin, Jessica, Chinthavali, Supriya, Stahl, Chelsey Dunivan, Stahl, Christopher, Lee, Sangkeun, Shankar, Mallikarjun
Published in The Electricity journal (01.07.2017)
Published in The Electricity journal (01.07.2017)
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Journal Article
Ecosystem discovery: Measuring clean energy innovation ecosystems through knowledge discovery and mapping techniques
Lin, Jessica, Chinthavali, Supriya, Stahl, Chelsey Dunivan, Stahl, Christopher, Lee, Sangkeun, Shankar, Mallikarjun
Published in The Electricity journal (01.10.2016)
Published in The Electricity journal (01.10.2016)
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Journal Article
Ecosystem discovery: Measuring clean energy innovation ecosystems through knowledge discovery and mapping techniques
Lin, Jessica, Chinthavali, Supriya, Stahl, Chelsey Dunivan, Stahl, Christopher, Lee, Sangkeun, Shankar, Mallikarjun
Published in The Electricity journal (01.10.2016)
Published in The Electricity journal (01.10.2016)
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Journal Article
Energy finance data warehouse: Tracking revenues through the power sector
Zeng, Claire, Hendrickson, Stephen, Lee, Sangkeun Matt, Chinthavali, Supriya, Lin, Jessica, Hsieh, Eric, Shankar, Mallikarjun
Published in The Electricity journal (01.04.2017)
Published in The Electricity journal (01.04.2017)
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Journal Article
AI Benchmarking for Science: Efforts from the MLCommons Science Working Group
Thiyagalingam, Jeyan, von Laszewski, Gregor, Yin, Junqi, Emani, Murali, Papay, Juri, Barrett, Gregg, Luszczek, Piotr, Tsaris, Aristeidis, Kirkpatrick, Christine, Wang, Feiyi, Gibbs, Tom, Vishwanath, Venkatram, Shankar, Mallikarjun, Fox, Geoffrey, Hey, Tony
Published in High Performance Computing. ISC High Performance 2022 International Workshops
Published in High Performance Computing. ISC High Performance 2022 International Workshops
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Book Chapter
Adaptive response time control for metadata matching in information dissemination systems
Chen, Ming, Wang, Xiaorui, Qi, Hairong, Shankar, Mallikarjun
Published in Journal of systems architecture (01.11.2012)
Published in Journal of systems architecture (01.11.2012)
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Journal Article
Graph databases for large-scale healthcare systems: A framework for efficient data management and data services
Yubin Park, Shankar, Mallikarjun, Byung-Hoon Park, Ghosh, Joydeep
Published in 2014 IEEE 30th International Conference on Data Engineering Workshops (01.03.2014)
Published in 2014 IEEE 30th International Conference on Data Engineering Workshops (01.03.2014)
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Conference Proceeding
Integrated Hybrid-Simulation of Electric Power and Communications Systems
Nutaro, J., Kuruganti, P.T., Miller, L., Mullen, S., Shankar, M.
Published in 2007 IEEE Power Engineering Society General Meeting (01.06.2007)
Published in 2007 IEEE Power Engineering Society General Meeting (01.06.2007)
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Conference Proceeding
High-performance computing framework for predictive simulation of healthcare delivery innovation
Park, Byung H., Ozmen, Ozgur, Weigand, Gil, Shankar, Mallikarjun
Published in 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (01.02.2016)
Published in 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (01.02.2016)
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Conference Proceeding
Journal Article
Control-Based Real-Time Metadata Matching for Information Dissemination
Ming Chen, Xiaorui Wang, Gunasekaran, R., Hairong Qi, Shankar, M.
Published in 2008 14th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (01.08.2008)
Published in 2008 14th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (01.08.2008)
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Conference Proceeding