Publications

(Updated on: May 27, 2021)
by Keichi Takahashi

Journal

  • William F. Godoy, Norbert Podhorszki, Ruonan Wang, Chuck Atkins, Greg Eisenhauer, Junmin Gu, Philip Davis, Jong Choi, Kai Germaschewski, Kevin Huck, Axel Huebl, Mark Kim, James Kress, Tahsin Kurc, Qing Liu, Jeremy Logan, Kshitij Mehta, George Ostrouchov, Manish Parashar, Franz Poeschel, David Pugmire, Eric Suchyta, Keichi Takahashi, Nick Thompson, Seiji Tsutsumi, Lipeng Wan, Matthew Wolf, Kesheng Wu, Scott KlaskyS, “ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management”, SoftwareX, vol. 12, Jul. 2020. 10.1016/j.softx.2020.100561
  • Akihiro Misawa, Susumu Date, Keichi Takahashi, Takashi Yoshikawa, Masahiko Takahashi, Masaki Kan, Yasuhiro Watashiba, Yoshiyuki Kido, Chonho Lee, Shinji Shimojo, “Dynamic Reconfiguration of Computer Platforms at the Hardware Device Level for High Performance Computing Infrastructure as a Service”, Cloud Computing and Service Science, vol. 864, pp.177-199, Jul. 2018. 10.1007/978-3-319-94959-8_10
  • Keichi Takahashi, Susumu Date, Dashdavaa Khureltulga, Yoshiyuki Kido, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo, “UnisonFlow: A Software-Defined Coordination Mechanism for Message-Passing Communication and Computation”, IEEE Access, vol. 6, no. 1, pp. 23372-23382, Apr. 2018. 10.1109/ACCESS.2018.2829532
  • Susumu Date, Hirotake Abe, Khureltulga Dashdavaa, Keichi Takahashi, Yoshiyuki Kido, Yasuhiro Watashiba, Pongsakorn U-chupala, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo, “SDN-accelerated HPC Infrastructure for Scientific Research”, International Journal of Information Technology, vol. 22, no. 01, 2016.

International Conference

  • Keichi Takahashi, Wassapon Watanakeesuntorn, Kohei Ichikawa, Joseph Park, Ryousei Takano, Jason Haga, George Sugihara, Gerald M. Pao, “kEDM: A Performance-portable Implementation of Empirical Dynamic Modeling using Kokkos”, Practice & Experience in Advanced Research Computing (PEARC 2021), Jul. 2021. arXiv:2105.12301 10.1145/3437359.3465571 (accepted)
  • Guoqing Li, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Pree Thiengburanathum, Passakorn Phannachitta, “Comparative Performance Study of Lightweight Hypervisors Used in Container Environment,” 11th International Conference on Cloud Computing and Services Science (CLOSER 2021), Apr. 2021. 10.5220/0010440502150223
  • Wassapon Watanakeesuntorn, Keichi Takahashi, Kohei Ichikawa, Joseph Park, George Sugihara, Ryousei Takano, Jason Haga, Gerald M. Pao, “Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution”, 26th International Conference on Parallel and Distributed Systems (ICPADS 2020), Dec. 2020. arXiv:2011.11082 10.1109/ICPADS51040.2020.00035
  • Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hajimu Iida, “Federated Learning of Neural Network Models with Heterogeneous Structures”, 19th International Conference on Machine Learning and Applications (ICMLA 2020), Dec. 2020. 10.1109/ICMLA51294.2020.00120
  • Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Hajimu Iida, “Retraining Quantized Neural Network Models with Unlabeled Data”, International Joint Conference on Neural Networks (IJCNN 2020), Jul. 2020. 10.1109/IJCNN48605.2020.9207190
  • Kshitij Mehta, Bryce Allen, Matthew Wolf, Jeremy Logan, Eric Suchyta, Jong Choi, Keichi Takahashi, Igor Yakushin, Todd Munson, Ian Foster, Scott Klasky, “A Codesign Framework for Online Data Analysis and Reduction”, Workflows in Support of Large-Scale Science (WORKS 2019), Nov. 2019. 10.1109/WORKS49585.2019.00007
  • Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Hajimu Iida, “Improving Resource Utilization in Data Centers using an LSTM-based Prediction Model”, Workshop on Monitoring and Analysis for High Performance Computing Systems Plus Applications (HPCMASPA 2019) (held in conjunction with IEEE Cluster 2019), Sep. 2019. 10.1109/CLUSTER.2019.8891022
  • Yohei Takigawa, Keichi Takahashi, Susumu Date, Yoshiyuki Kido, Shinji Shimojo, “A Traffic Simulator with Intra-node Parallelism for Designing High-performance Interconnects”, The International Conference on High Performance Computing & Simulation (HPCS 2018), Jul. 2018. 10.1109/HPCS.2018.00077
  • Hiroaki Morimoto, Khureltulga Dashdavaa, Keichi Takahashi, Yoshiyuki Kido, Susumu Date, Shinji Shimojo, “Design and Implementation of SDN-enhanced MPI Broadcast Targeting a Fat-tree Interconnect”, The International Conference on High Performance Computing & Simulation (HPCS 2017), Jul. 2017. 10.1109/HPCS.2017.46
  • Keichi Takahashi, Khureltulga Dashdavaa, Susumu Date, Yoshiyuki Kido, Shinji Shimojo, “PFAnalyzer: A Toolset for Analyzing Application-aware Dynamic Interconnects”, Workshop on Monitoring and Analysis for High Performance Computing Systems Plus Applications (HPCMASPA 2017) (held in conjunction with IEEE Cluster 2017), Sep. 2017. 10.1109/CLUSTER.2017.18
  • Akihiro Misawa, Susumu Date, Keichi Takahashi, Takashi Yoshikawa, Masahiko Takahashi, Masaki Kan, Yasuhiro Watashiba, Yoshiyuki Kido, Chonho Lee, Shinji Shimojo, “Highly Reconfigurable Computing Platform for High Performance Computing Infrastructure as a Service: Hi-IaaS”, The 7th International Conference on Cloud Computing and Services Science (CLOSER 2017), Apr. 2017. 10.5220/0006302501630174
  • Takuya Yamada, Keichi Takahashi, Masaya Muraki, Susumu Date, Shinji Shimojo, Network Access Control Towards Fully-controlled Cloud Infrastructure”, PhD. Consortium, 8th IEEE International Conference on Cloud Computing Technology and Science (CloudCom2016), Dec. 2016. 10.1109/CloudCom.2016.0076
  • Baatarsuren Munkhdorj, Keichi Takahashi, Khureltulga Dashdavaa, Yasuhiro Watashiba, Yoshiyuki Kido, Susumu Date, Shinji Shimojo, “Design and Implementation of Control Sequence Generator for SDN-enhanced MPI”, The 5th International Workshop on Network-aware Data Management (NDM’15), Nov. 2015. 10.1145/2832099.2832103
  • Susumu Date, Hirotake Abe, Khureltulga Dashdavaa, Keichi Takahashi, Yoshuyuki Kido, Yasuhiro Watashiba, Pongsakorn U-Chupala, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo, “An Empirical Study of SDN-accelerated HPC Infrastructure for Scientific Research”, International Conference on Cloud Computing Research and Innovation (ICCCRI), Oct. 2015. 10.1109/ICCCRI.2015.13
  • Pisit Makpaisit, Kohei Ichikawa, Putchong Uthayopas, Susumu Date, Keichi Takahashi, Khureltulga Dashdavaa, “An Efficient MPI_Reduce Algorithm for OpenFlow-Enabled Network”, 15th International Symposium on Communications and Information Technologies (ISCIT’15), Oct. 2015. 10.1109/ISCIT.2015.7458357
  • Keichi Takahashi, Khureltulga Dashdavaa, Baatarsuren Munkhdorj, Yoshiyuki Kido, Susumu Date, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo, “Concept and Design of SDN-enhanced MPI Framework”, The fourth edition of the European Workshop on Software Defined Networks (EWSDN 2015), pp. 109-110, Sep. 2015. 10.1109/EWSDN.2015.72
  • Keichi Takahashi, Khureltulga Dashdavaa, Yasuhiro Watashiba, Yoshiyuki Kido, Susumu Date, Shinji Shimojo, “Performance Evaluation of SDN-enhanced MPI_Allreduce on a Cluster System with Fat-tree Interconnect”, The International Conference on High Performance Computing and Simulations (HPCS2014), Jul. 2014. 10.1109/HPCSim.2014.6903768

Book Chapter

  • Keichi Takahashi, Susumu Date, Yasuhiro Watashiba, Yoshiyuki Kido, Shinji Shimojo “Integrating SDN-enhanced MPI with Job Scheduler to Support Shared Clusters”, M. M. Resch et al. (eds.), Sustained Simulation Performance 2018 and 2019, pp. 149-159, Springer, Mar. 2020. 10.1007/978-3-030-39181-2_13
  • Susumu Date, Yoshiyuki Kido, Khureltulga Dashdavaa, Keichi Takahashi, Yasuhiro Watashiba, Shinji Shimojo, “Toward Flexible Supercomputing and Visualization System”, M. M. Resch et al. (eds.), Sustained Simulation Performance 2015, pp. 77-93, Springer, 2015. 10.1007/978-3-319-20340-9_7

Poster and Oral Presentation

  • Seiji Tsutsumi, Naoyuki Fujita, Hiroyuki Ito, Daichi Obinata, Keisuke Inoue, Yosuke Matsumura, Keichi Takahashi, Greg Eisenhauer, Norbert Podhorszki, Scott Klasky, “In Situ and In Transit Visualization for Numerical Simulations in HPC”, In Situ Infrastructures for Enabling Extreme-scale Analysis and Visualization (ISAV 2019) (lightning presentation).
  • Wassapon Watanakeesuntorn, Kohei Ichikawa, Keichi Takahashi, Hajimu Iida “An Interactive Monitoring Tool for OpenFlow Networks”, PRAGMA Workshop 37, Sep. 2019.
  • Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Hajimu Iida, “Compressing Recurrent Neural Network Models using Vector Quantization”, PRAGMA Workshop 37, Sep. 2019.
  • Wassapon Watanakeesuntorn, Kohei Ichikawa, Keichi Takahashi, Jason Haga, Gerald Pao “Modeling of Complete Zebrafish Brain Neural Activities on ABCI”, PRAGMA Workshop 37, Sep. 2019.
  • Vahid Daneshmand, Renato Figueiredo, Kohei Ichikawa, Keichi Takahashi, Kundjanasith Thonglek, “Investigating the Performance and Scalability of Kubernetes on Distributed Cluster of Resource-Constrained Edge Devices”, PRAGMA Workshop 37, Sep. 2019.
  • Scott Klasky, Norbert Podhorszki, Jason Ruonan Wang, Susumu Date, Keichi Takahashi, Osamu Tatebe, Taisuke Boku, “Enhancing ADIOS for extreme-scale data movement”, DOE/MEXT meeting, May. 2019.
  • Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Hajimu Iida, “Towards Optimal Resource Utilization in Data Centers using Long Short-Term Memory”, PRAGMA Workshop 36, Apr. 2019. (Best Presentation Award)
  • Keichi Takahashi, “An MPI Framework for HPC Clusters Deployed with Software-Defined Networking”, 27th Workshop on Sustained Simulation Performance (WSSP27), Mar. 2018.
  • Keichi Takahashi, “Towards Realizing a Dynamic and MPI Application-aware Interconnect with SDN”, 26th Workshop on Sustained Simulation Performance (WSSP26), Oct. 2017.
  • Takuya Yamada, Keichi Takahashi, Masaya Muraki, Yoshiyuki Kido, Susumu Date, Shimojo Shinji, “A Proposal of Access Control Mechanism for the IoT world”, ASEAN IVO Meeting, Sep. 2016.
  • Takuya Yamada, Keichi Takahashi, Masaya Muraki, Yoshiyuki Kido, Susumu Date, Shimojo Shinji, “A Proposal of Access Control Mechanism Towards User-dedicated PRAGMA-ENT for IoT Era”, PRAGMA Workshop 31, Sep. 2016. (2nd Place of Students Poster Award)
  • Khureltulga Dashdavaa, Munkhdorj Baatarsuren, Keichi Takahashi, Susumu Date, Yoshiyuki Kido, Shinji Shimojo, “A MPI Concept with Efficient Control of Network Functionality Based on SDN”, PRAGMA 29, Oct. 2015.
  • Keichi Takahashi, Baatarsuren Munkhdorj, Khureltulga Dashdavaa, Susumu Date, Yoshiyuki Kido, Shinji Shimojo, “Control Sequence Generator for Generic SDN-enhanced MPI Framework”, PRAGMA 28, Apr. 2015. (Lightning Talk Best Idea Award)

Miscellaneous

  • Shinji Shimojo, Keichi Takahashi, “Study on Data Staging Technique for Efficient Post-Processing in Large-Scale CFD Computation”, JAXA Supercomputer System Annual Report, pp. 228-230, Sep. 2019. JAXA-SP-19-003E
  • Keichi Takahashi, “Programmable Interconnect Control Adaptive to Communication Pattern of Applications”, Doctoral Thesis, Graduate School of Information Science and Technology, Osaka University, 2019. 10.18910/72595