Naoya Maruyama

According to our database, Naoya Maruyama authored at least 64 papers between 2006 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs With Hybrid Parallelism.

Yosuke Oyama, Naoya Maruyama, Nikoli Dryden, Erin McCarthy, Peter Harrington, Jan Balewski, Satoshi Matsuoka, Peter Nugent, Brian Van Essen

IEEE Trans. Parallel Distributed Syst., 2021

Co-design Center for Exascale Machine Learning Technologies (ExaLearn).

Francis J. Alexander, James A. Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof, Peter Nugent, Yosuke Oyama, Thomas Proffen, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishniah, Malachi Schram, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo, Byung-Jun Yoon

Int. J. High Perform. Comput. Appl., 2021

2020

AIMES: Advanced Computation and I/O Methods for Earth-System Simulations.

Julian M. Kunkel, Nabeeh Jumah, Anastasiia Novikova, Thomas Ludwig, Hisashi Yashiro, Naoya Maruyama, Mohamed Wahib, John Thuburn

Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

2019

Preparation and optimization of a diverse workload for a large-scale heterogeneous system.

Ian Karlin, Yoonho Park, Bronis R. de Supinski, Peng Wang, Bert Still, David Beckingsale, Robert Blake, Tong Chen, Guojing Cong, Carlos H. A. Costa, Johann Dahm, Giacomo Domeniconi, Thomas Epperly, Aaron Fisher, Sara Kokkila Schumacher, Steven H. Langer, Hai Le, Eun Kyung Lee, Naoya Maruyama, Xinyu Que, David F. Richards, Björn Sjögreen, Jonathan Wong, Carol S. Woodward, Ulrike Meier Yang, Xiaohua Zhang, Bob Anderson, David Appelhans, Levi Barnes, Peter D. Barnes Jr., Sorin Bastea, David Böhme, Jamie A. Bramwell, James M. Brase, José R. Brunheroto, Barry Chen, Charway R. Cooper, Tony Degroot, Robert D. Falgout, Todd Gamblin, David J. Gardner, James N. Glosli, John A. Gunnels, Max P. Katz, Tzanio V. Kolev, I-Feng W. Kuo, Matthew P. LeGendre, Ruipeng Li, Pei-Hung Lin, Shelby Lockhart, Kathleen McCandless, Claudia Misale, Jaime H. Moreno, Rob Neely, Jarom Nelson, Rao Nimmakayala, Kathryn M. O'Brien, Kevin O'Brien, Ramesh Pankajakshan, Roger Pearce, Slaven Peles, Phil Regier, Steven C. Rennich, Martin Schulz, Howard Scott, James C. Sexton, Kathleen Shoga, Shiv Sundram, Guillaume Thomas-Collignon, Brian Van Essen, Alexey Voronin, Bob Walkup, Lu Wang, Chris Ward, Hui-Fang Wen, Daniel A. White, Christopher Young, Cyril Zeller, Edward Zywicz

Proceedings of the International Conference for High Performance Computing, 2019

Channel and filter parallelism for large-scale CNN training.

Nikoli Dryden, Naoya Maruyama, Tim Moon, Tom Benson, Marc Snir, Brian Van Essen

Proceedings of the International Conference for High Performance Computing, 2019

Improving Strong-Scaling of CNN Training by Exploiting Finer-Grained Parallelism.

Nikoli Dryden, Naoya Maruyama, Tom Benson, Tim Moon, Marc Snir, Brian Van Essen

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2018

Effective Quantization Approaches for Recurrent Neural Networks.

Md. Zahangir Alom, Adam T. Moody, Naoya Maruyama, Brian C. Van Essen, Tarek M. Taha

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Scalable Multi-Granular Data Model for Data Parallel Workflows.

Shin'ichiro Takizawa, Motohiko Matsuda, Naoya Maruyama, Yoshifumi Nakamura

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2018

A Portability Layer of an All-pairs Operation for Hierarchical N-Body Algorithm Framework Tapas.

Motohiko Matsuda, Keisuke Fukuda, Naoya Maruyama

Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2018

2017

Trends in Data Locality Abstractions for HPC Systems.

Didem Unat, Anshu Dubey, Torsten Hoefler, John Shalf, Mark James Abraham, Mauro Bianco, Bradford L. Chamberlain, Romain Cledat, H. Carter Edwards, Hal Finkel, Karl Fuerlinger, Frank Hannig, Emmanuel Jeannot, Amir Kamil, Jeff Keasler, Paul H. J. Kelly, Vitus J. Leung, Hatem Ltaief, Naoya Maruyama, Chris J. Newburn, Miquel Pericàs

IEEE Trans. Parallel Distributed Syst., 2017

Efficient Breadth-First Search on Massively Parallel and Distributed-Memory Machines.

Koji Ueno, Toyotaro Suzumura, Naoya Maruyama, Katsuki Fujisawa, Satoshi Matsuoka

Data Sci. Eng., 2017

Optimizations of Two Compute-Bound Scientific Kernels on the SW26010 Many-Core Processor.

James Lin, Zhigeng Xu, Akira Nukada, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 46th International Conference on Parallel Processing, 2017

Evaluating high-level design strategies on FPGAs for high-performance computing.

Artur Podobas, Hamid Reza Zohouri, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

2016

High-performance conjugate gradient performance improvement on the K computer.

Kiyoshi Kumahata, Kazuo Minami, Naoya Maruyama

Int. J. High Perform. Comput. Appl., 2016

Evaluating and optimizing OpenCL kernels for high performance computing with FPGAs.

Hamid Reza Zohouri, Naoya Maruyama, Aaron Smith, Motohiko Matsuda, Satoshi Matsuoka

Proceedings of the International Conference for High Performance Computing, 2016

Daino: a high-level framework for parallel and efficient AMR on GPUs.

Mohamed Wahib, Naoya Maruyama, Takayuki Aoki

Proceedings of the International Conference for High Performance Computing, 2016

Scaling FMM with Data-Driven OpenMP Tasks on Multicore Architectures.

Abdelhalim Amer, Satoshi Matsuoka, Miquel Pericàs, Naoya Maruyama, Kenjiro Taura, Rio Yokota, Pavan Balaji

Proceedings of the OpenMP: Memory, Devices, and Tasks, 2016

Tapas: An Implicitly Parallel Programming Framework for Hierarchical N-Body Algorithms.

Keisuke Fukuda, Motohiko Matsuda, Naoya Maruyama, Rio Yokota, Kenjiro Taura, Satoshi Matsuoka

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

A Directive-Based Data Layout Abstraction for Performance Portability of OpenACC Applications.

Tetsuya Hoshino, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

From FLOPS to BYTES: disruptive change in high-performance computing towards the post-moore era.

Satoshi Matsuoka, Hideharu Amano, Kengo Nakajima, Koji Inoue, Tomohiro Kudoh, Naoya Maruyama, Kenjiro Taura, Takeshi Iwashita, Takahiro Katagiri, Toshihiro Hanawa, Toshio Endo

Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

Extreme scale breadth-first search on supercomputers.

Koji Ueno, Toyotaro Suzumura, Naoya Maruyama, Katsuki Fujisawa, Satoshi Matsuoka

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Data-centric GPU-based adaptive mesh refinement.

Mohamed Wahib, Naoya Maruyama

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

PDSEC Keynote.

Naoya Maruyama

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Automated GPU Kernel Transformations in Large-Scale Production Stencil Applications.

Mohamed Wahib, Naoya Maruyama

Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

2014

Scalable Kernel Fusion for Memory-Bound GPU Applications.

Mohamed Wahib, Naoya Maruyama

Proceedings of the International Conference for High Performance Computing, 2014

An OpenACC extension for data layout transformation.

Tetsuya Hoshino, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the First Workshop on Accelerator Programming using Directives, 2014

Evaluation of Asynchronous MPI Communication in Map-Reduce System on the K Computer.

Motohiko Matsuda, Shin'ichiro Takizawa, Naoya Maruyama

Proceedings of the 21st European MPI Users' Group Meeting, 2014

FMI: Fault Tolerant Messaging Interface for Fast and Transparent Recovery.

Kento Sato, Adam Moody, Kathryn M. Mohror, Todd Gamblin, Bronis R. de Supinski, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

A User-Level InfiniBand-Based File System and Checkpoint Strategy for Burst Buffers.

Kento Sato, Kathryn M. Mohror, Adam Moody, Todd Gamblin, Bronis R. de Supinski, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

Fork-Join and Data-Driven Execution Models on Multi-core Architectures: Case Study of the FMM.

Abdelhalim Amer, Naoya Maruyama, Miquel Pericàs, Kenjiro Taura, Rio Yokota, Satoshi Matsuoka

Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

Improving the Computing Efficiency of HPC Systems Using a Combination of Proactive and Preventive Checkpointing.

Mohamed-Slim Bouguerra, Ana Gainaru, Leonardo Arturo Bautista-Gomez, Franck Cappello, Satoshi Matsuoka, Naoya Maruyama

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Integrating Multi-GPU Execution in an OpenACC Compiler.

Toshiya Komoda, Shinobu Miwa, Hiroshi Nakamura, Naoya Maruyama

Proceedings of the 42nd International Conference on Parallel Processing, 2013

Topic 15: GPU and Accelerator Computing - (Introduction).

Naoya Maruyama, Leif Kobbelt, Pavan Balaji, Nikola Puzovic, Samuel Thibault, Kun Zhou

Proceedings of the Euro-Par 2013 Parallel Processing, 2013

Highly optimized full GPU-acceleration of non-hydrostatic weather model SCALE-LES.

Mohamed Wahib, Naoya Maruyama

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

K MapReduce: A scalable tool for data-processing and search/ensemble applications on large-scale supercomputers.

Motohiko Matsuda, Naoya Maruyama, Shin'ichiro Takizawa

Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013

CUDA vs OpenACC: Performance Case Studies with Kernel Benchmarks and a Memory-Bound CFD Application.

Tetsuya Hoshino, Naoya Maruyama, Satoshi Matsuoka, Ryoji Takaki

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012

A Multi GPU Read Alignment Algorithm with Model-Based Performance Optimization.

Aleksandr Drozd, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the High Performance Computing for Computational Science, 2012

A Task Parallel Implementation of Fast Multipole Methods.

Kenjiro Taura, Jun Nakashima, Rio Yokota, Naoya Maruyama

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Design and modeling of a non-blocking checkpointing system.

Kento Sato, Naoya Maruyama, Kathryn M. Mohror, Adam Moody, Todd Gamblin, Bronis R. de Supinski, Satoshi Matsuoka

Proceedings of the SC Conference on High Performance Computing Networking, 2012

Sequence Alignment on Massively Parallel Heterogeneous Systems.

Aleksandr Drozd, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Multi-GPU Implementation of the NICAM Atmospheric Model.

Irina Demeshko, Naoya Maruyama, Hirofumi Tomita, Satoshi Matsuoka

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

Scalable Reed-Solomon-Based Reliable Local Storage for HPC Applications on IaaS Clouds.

Leonardo Arturo Bautista-Gomez, Bogdan Nicolae, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Hierarchical Clustering Strategies for Fault Tolerance in Large Scale HPC Systems.

Leonardo Arturo Bautista-Gomez, Thomas Ropars, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka

Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

Design and Implementation of Portable and Efficient Non-blocking Collective Communication.

Akihiro Nomura, Yutaka Ishikawa, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011

An exact algorithm for energy-efficient acceleration of task trees on CPU/GPU architectures.

Mark Silberstein, Naoya Maruyama

Proceedings of of SYSTOR 2011: The 4th Annual Haifa Experimental Systems Conference, Haifa, Israel, May 30, 2011

Peta-scale phase-field simulation for dendritic solidification on the TSUBAME 2.0 supercomputer.

Takashi Shimokawabe, Takayuki Aoki, Tomohiro Takaki, Toshio Endo, Akinori Yamanaka, Naoya Maruyama, Akira Nukada, Satoshi Matsuoka

Proceedings of the Conference on High Performance Computing Networking, 2011

Physis: an implicitly parallel programming model for stencil computations on large-scale GPU-accelerated supercomputers.

Naoya Maruyama, Tatsuo Nomura, Kento Sato, Satoshi Matsuoka

Proceedings of the Conference on High Performance Computing Networking, 2011

Poster: fast GPU read alignment with burrows wheeler transform based index.

Aleksandr Drozd, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

FTI: high performance fault tolerance interface for hybrid systems.

Leonardo Arturo Bautista-Gomez, Seiji Tsuboi, Dimitri Komatitsch, Franck Cappello, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the Conference on High Performance Computing Networking, 2011

2010

Model-based Fault Localization: Finding Behavioral Outliers in Large-scale Computing Systems.

Naoya Maruyama, Satoshi Matsuoka

New Gener. Comput., 2010

An 80-Fold Speedup, 15.0 TFlops Full GPU Acceleration of Non-Hydrostatic Weather Model ASUCA Production Code.

Takashi Shimokawabe, Takayuki Aoki, Chiashi Muroi, Junichi Ishida, Kohei Kawano, Toshio Endo, Akira Nukada, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the Conference on High Performance Computing Networking, 2010

A high-performance fault-tolerant software framework for memory on commodity GPUs.

Naoya Maruyama, Akira Nukada, Satoshi Matsuoka

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Linpack evaluation on a supercomputer with heterogeneous accelerators.

Toshio Endo, Akira Nukada, Satoshi Matsuoka, Naoya Maruyama

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Low-overhead diskless checkpoint for hybrid computing systems.

Leonardo Arturo Bautista-Gomez, Akira Nukada, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka

Proceedings of the 2010 International Conference on High Performance Computing, 2010

Statistical power modeling of GPU kernels using performance counters.

Hitoshi Nagasaka, Naoya Maruyama, Akira Nukada, Toshio Endo, Satoshi Matsuoka

Proceedings of the International Green Computing Conference 2010, 2010

Distributed Diskless Checkpoint for Large Scale Systems.

Leonardo Arturo Bautista-Gomez, Naoya Maruyama, Franck Cappello, Satoshi Matsuoka

Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009

Adaptive Resource Indexing Technique for Unstructured Peer-to-Peer Networks.

Sumeth Lerthirunwong, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

2008

An efficient, model-based CPU-GPU heterogeneous FFT library.

Yasuhiko Ogata, Toshio Endo, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Model-based fault localization in large-scale computing systems.

Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Access-pattern and bandwidth aware file replication algorithm in a grid environment.

Hitoshi Sato, Satoshi Matsuoka, Toshio Endo, Naoya Maruyama

Proceedings of the 9th IEEE/ACM International Conference on Grid Computing (Grid 2008), Tsukuba, Japan, September 29, 2008

2007

Model-based resource selection for efficient virtual cluster deployment.

Shohei Yamasaki, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the 2nd International Workshop on Virtualization Technology in Distributed Computing, 2007

Virtual Clusters on the Fly - Fast, Scalable, and Flexible Installation.

Hideo Nishimura, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006

Scalable systems software - Problem diagnosis in large-scale computing environments.

Alexander V. Mirgorodskiy, Naoya Maruyama, Barton P. Miller

Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Making Wide-Area, Multi-site MPI Feasible Using Xen VM.

Masaki Tatezono, Naoya Maruyama, Satoshi Matsuoka

Proceedings of the Frontiers of High Performance Computing and Networking, 2006