Parallel Deep Neural Network Training for Big Data on Blue Gene/Q
I-Hsin Chung, Sainath, Tara N., Ramabhadran, Bhuvana, Picheny, Michael, Gunnels, John, Austel, Vernon, Chauhari, Upendra, Kingsbury, Brian
Published in IEEE transactions on parallel and distributed systems (01.06.2017)
Published in IEEE transactions on parallel and distributed systems (01.06.2017)
Get full text
Journal Article
Multiple Structural and Epigenetic Defects in the Human Leukocyte Antigen Class I Antigen Presentation Pathway in a Recurrent Metastatic Melanoma Following Immunotherapy
Chang, Chien-Chung, Pirozzi, Giuseppe, Wen, Shao-Hsuan, Chung, I-Hsin, Chiu, Bau-Lin, Errico, Simona, Luongo, Monica, Lombardi, Maria Luisa, Ferrone, Soldano
Published in The Journal of biological chemistry (30.10.2015)
Published in The Journal of biological chemistry (30.10.2015)
Get full text
Journal Article
Deadline Is Not Enough: Importance-Aware Transmission Control Protocol for Server-Centric Data Centers
Chen, Ming-Hung, Wang, Shi-Chen, Liao, Shih-Wei, Chung, I-Hsin, Chou, Cheng-Fu
Published in IEEE systems journal (01.06.2018)
Published in IEEE systems journal (01.06.2018)
Get full text
Journal Article
A Systematic Approach toward Automated Performance Analysis and Tuning
Guojing Cong, I-Hsin Chung, Hui-Fang Wen, Klepacki, D., Murata, H., Negishi, Y., Moriyama, T.
Published in IEEE transactions on parallel and distributed systems (01.03.2012)
Published in IEEE transactions on parallel and distributed systems (01.03.2012)
Get full text
Journal Article
Workload performance characterization of DARPA HPCS benchmarks
Seelam, Seetharami, Chung, I-Hsin, Cong, Guojing, Wen, Hui-Fang, Klepacki, David
Published in Concurrency and computation (25.03.2010)
Published in Concurrency and computation (25.03.2010)
Get full text
Journal Article
Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case
Olaya, Paula, Luettgau, Jakob, Roa, Camila, Llamas, Ricardo, Vargas, Rodrigo, Wen, Sophia, Chung, I-Hsin, Seelam, Seetharami, Park, Yoonho, Lofstead, Jay, Taufer, Michela
Published in 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) (01.07.2023)
Published in 2023 IEEE 16th International Conference on Cloud Computing (CLOUD) (01.07.2023)
Get full text
Conference Proceeding
Particle Swarm Stepwise Algorithm (PaSS) on Multicore Hybrid CPU-GPU Clusters
Mu Yang, Ray-Bing Chen, I-Hsin Chung, Weichung Wang
Published in 2016 IEEE International Conference on Computer and Information Technology (CIT) (01.12.2016)
Published in 2016 IEEE International Conference on Computer and Information Technology (CIT) (01.12.2016)
Get full text
Conference Proceeding
Automated mapping of regular communication graphs on mesh interconnects
Bhatelé, Abhinav, Gupta, G R, Kalé, Laxmikant V, I-Hsin Chung
Published in 2010 International Conference on High Performance Computing (01.12.2010)
Published in 2010 International Conference on High Performance Computing (01.12.2010)
Get full text
Conference Proceeding
Application Characterization Assisted System Design
I-Hsin Chung, Costa, Carlos H. A., Grinberg, Leopold, Hui-Fang Wen
Published in 2016 IEEE International Conference on Computer and Information Technology (CIT) (01.12.2016)
Published in 2016 IEEE International Conference on Computer and Information Technology (CIT) (01.12.2016)
Get full text
Conference Proceeding
Parallel deep neural network training for big data on blue gene/Q
Chung, I-Hsin, Sainath, Tara N., Ramabhadran, Bhuvana, Picheny, Michael, Gunnels, John, Austel, Vernon, Chauhari, Upendra, Kingsbury, Brian
Published in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (01.11.2014)
Published in Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (01.11.2014)
Get full text
Conference Proceeding
Hardware Thread-Level Speculation Performance Analysis
Ying-Chieh Wang, I-Hsin Chung, Che-Rung Lee, Perrone, Michael, Yeh-Ching Chung
Published in 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems (01.08.2015)
Published in 2015 IEEE 17th International Conference on High Performance Computing and Communications, 2015 IEEE 7th International Symposium on Cyberspace Safety and Security, and 2015 IEEE 12th International Conference on Embedded Software and Systems (01.08.2015)
Get full text
Conference Proceeding
Application data prefetching on the IBM Blue Gene/Q supercomputer
I-Hsin Chung, Changhoan Kim, Hui-Fang Wen, Guojing Cong
Published in 2012 International Conference for High Performance Computing, Networking, Storage and Analysis (01.11.2012)
Published in 2012 International Conference for High Performance Computing, Networking, Storage and Analysis (01.11.2012)
Get full text
Conference Proceeding
Performance Modeling for Hardware Thread-Level Speculation
Ying-Chieh Wang, Che-Rung Lee, Yeh-Ching Chung, I-Hsin Chung, Perrone, Michael
Published in 2014 IEEE International Parallel & Distributed Processing Symposium Workshops (01.05.2014)
Published in 2014 IEEE International Parallel & Distributed Processing Symposium Workshops (01.05.2014)
Get full text
Conference Proceeding
Comparison Studies of Large-scale Conventional Molecular Dynamics Simulation on Parallel Machines
Yun-Che Wang, Chun-Yi Wu, I-Hsin Chung
Published in 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems (01.06.2012)
Published in 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems (01.06.2012)
Get full text
Conference Proceeding
Toward an Enterprise-ready Composable Infrastructure as a Service
Herger, Lorraine M., El Maghraoui, Kaoutar, Chung, I-Hsin, Choudary, Chekuri, Tran, Kim, Deshane, Todd
Published in 2021 IEEE International Conference on Services Computing (SCC) (01.09.2021)
Published in 2021 IEEE International Conference on Services Computing (SCC) (01.09.2021)
Get full text
Conference Proceeding
Scalable Communication-aware Task Mapping Algorithms for Interconnected Multicore Systems
I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Chung-Yi Chou, Yeh-Ching Chung
Published in 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum (01.05.2012)
Published in 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum (01.05.2012)
Get full text
Conference Proceeding