Combined Convolutional and Recurrent Neural Networks for Hierarchical Classification of Images
Koo, Jaehoon, Klabjan, Diego, Utke, Jean
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales
Wu, Xingfu, Balaprakash, Prasanna, Kruse, Michael, Koo, Jaehoon, Videau, Brice, Hovland, Paul, Taylor, Valerie, Geltz, Brad, Jana, Siddhartha, Hall, Mary
Published in Concurrency and computation (30.10.2024)
Published in Concurrency and computation (30.10.2024)
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Journal Article
HPC Storage Service Autotuning Using Variational- Autoencoder -Guided Asynchronous Bayesian Optimization
Dorier, Matthieu, Egele, Romain, Balaprakash, Prasanna, Koo, Jaehoon, Madireddy, Sandeep, Ramesh, Srinivasan, Malony, Allen D., Ross, Rob
Published in 2022 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2022)
Published in 2022 IEEE International Conference on Cluster Computing (CLUSTER) (01.09.2022)
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Conference Proceeding
Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics
Koo, Jaehoon, Mendiratta, Veena B., Rahman, Muntasir Raihan, Walid, Anwar
Published in 2019 15th International Conference on Network and Service Management (CNSM) (01.10.2019)
Published in 2019 15th International Conference on Network and Service Management (CNSM) (01.10.2019)
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Conference Proceeding
Transfer-Learning-Based Autotuning Using Gaussian Copula
Randall, Thomas, Koo, Jaehoon, Videau, Brice, Kruse, Michael, Wu, Xingfu, Hovland, Paul, Hall, Mary, Ge, Rong, Balaprakash, Prasanna
Year of Publication 09.01.2024
Year of Publication 09.01.2024
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Journal Article
ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales
Wu, Xingfu, Balaprakash, Prasanna, Kruse, Michael, Koo, Jaehoon, Videau, Brice, Hovland, Paul, Taylor, Valerie, Geltz, Brad, Jana, Siddhartha, Hall, Mary
Year of Publication 28.03.2023
Year of Publication 28.03.2023
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Journal Article
Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations
Koo, Jaehoon, Balaprakash, Prasanna, Kruse, Michael, Wu, Xingfu, Hovland, Paul, Hall, Mary
Published in 2021 International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) (01.11.2021)
Published in 2021 International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) (01.11.2021)
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Conference Proceeding
HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization
Dorier, Matthieu, Egele, Romain, Balaprakash, Prasanna, Koo, Jaehoon, Madireddy, Sandeep, Srinivasan, Ramesh, Malony, Allen D, Ross, Rob
Published in arXiv.org (03.10.2022)
Published in arXiv.org (03.10.2022)
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Paper
Journal Article
Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations
Koo, Jaehoon, Balaprakash, Prasanna, Kruse, Michael, Wu, Xingfu, Hovland, Paul, Hall, Mary
Year of Publication 10.05.2021
Year of Publication 10.05.2021
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Journal Article
Deep Reinforcement Learning for Network Slicing with Heterogeneous Resource Requirements and Time Varying Traffic Dynamics
Koo, Jaehoon, Mendiratta, Veena B, Rahman, Muntasir Raihan, Walid, Anwar
Year of Publication 08.08.2019
Year of Publication 08.08.2019
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Journal Article
Neuromorphic architectures for edge computing under extreme environments
Yanguas-Gil, Angel, Koo, Jaehoon, Madireddy, Sandeep, Balaprakash, Prasanna, Elam, Jeffrey W., Mane, Anil U.
Published in 2021 IEEE Space Computing Conference (SCC) (01.08.2021)
Published in 2021 IEEE Space Computing Conference (SCC) (01.08.2021)
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Conference Proceeding