Updated on 2025/09/29

写真a

 
ICHIKAWA,Kohei
 
Organization
Faculty of Business Data Science Professor
Title
Professor
External link

Research Areas

  • Informatics / Information network

  • Informatics / High performance computing

Education

  • Osaka University

    - 2008

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    Country: Japan

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  • Osaka University

    - 2005

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    Country: Japan

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  • Osaka University   School of Engineering

    - 2003

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    Country: Japan

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Research History

  • Nara Institute of Science and Technology

    2025.4

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    Country:Japan

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  • Kansai University   Professor

    2025.4

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    Country:Japan

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  • University of California San Diego   California Institute for Telecommunications and Information Technology   Visiting Scholar

    2015.4 - 2016.3

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    Country:United States

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  • Nara Institute of Science and Technology   Associate Professor

    2012.6 - 2025.3

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    Country:Japan

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  • Osaka University   Assistant Professor

    2009.11 - 2012.5

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    Country:Japan

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  • Kansai University   The Research Institute for Socionetwork Strategies (RISS)   Postdoctoral fellow

    2008.4 - 2009.10

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    Country:Japan

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Professional Memberships

Papers

  • Automated Pruning Framework for Large Language Models Using Combinatorial Optimization

    Patcharapol Ratsapa, Kundjanasith Thonglek, Chantana Chantrapornchai, Kohei Ichikawa

    AI   2025.5

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.3390/ai6050096

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  • Load-Aware Multi-Objective Optimization of Controller and Datastore Placement in Distributed Sdns

    Kang Xingyuan, Keichi Takahashi, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    Concurrency and Computation: Practice and Experience   37 ( 4-5 )   2025.2

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    DOI: 10.1002/cpe.70007

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  • Toward Automatic Parallelization: Detecting Parallelizable Loops Using Large Language Modeling

    Kohei Ichikawa

    Journal of Information Processing Systems   21 ( 3 )   2025

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.3745/JIPS.04.0349

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  • Toward Scalable Empirical Dynamic Modeling

    Keichi Takahashi, Kohei Ichikawa, Gerald M. Pao

    Sustained Simulation Performance 2022   61 - 69   2024

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  • Scalable Personalised Treatment Recommendation in Critical Care

    Chandra Prasetyo Utomo, Kohei Ichikawa, Nashuha Insani, Kundjanasith Thonglek, Soratouch Pornmaneerattanatri, Ummi Azizah Rachmawati

    2024 8th International Conference on Information Technology, Information Systems and Electrical Engineering, ICITISEE 2024   220 - 225   2024

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/ICITISEE63424.2024.10730747

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  • Automatic Parallelization with CodeT5+: A Model for Generating OpenMP Directives

    Soratouch Pornmaneerattanatri, Keichi Takahashi, Yutaro Kashiwa, Kohei Ichikawa, Hajimu Iida

    Proceedings - 2024 IEEE International Conference on Cluster Computing Workshops, CLUSTER Workshops 2024   127 - 135   2024

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    Language:English   Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/CLUSTERWorkshops61563.2024.00028

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  • An Evaluation of Network Performance through the Integration of SRv6 and MPTCP

    Pakorn Laohakanniyom, Kohei Ichikawa, Hajimu Iida, Pattara Leelaprute, Bundit Manaskasemsak, Arnon Rungsawang

    COMNETSAT 2024 - IEEE International Conference on Communication, Networks and Satellite   203 - 210   2024

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/COMNETSAT63286.2024.10862254

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  • An Evaluation of Time-Sliced GPU Sharing with KubeRay for Machine Learning Workloads.

    Papon Choonhaklai, Kohei Ichikawa, Hajimu Iida

    COMPSAC   1456 - 1459   2024

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    Language:English   Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/COMPSAC61105.2024.00194

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    Other Link: https://dblp.uni-trier.de/db/conf/compsac/compsac2024.html#ChoonhaklaiII24

  • A Proposal of Optimizing Path Selection Based on INT Delay Measurement

    中川皓太, 市川昊平, 飯田元

    電子情報通信学会技術研究報告(Web)   124 ( 254(IA2024 44-52) )   2024

  • Parallelizable Loop Detection using Pre-trained Transformer Models for Code Understanding Reviewed

    Soratouch Pornmaneerattanatri, Keichi Takahashi, Yutaro Kashiwa, Kohei Ichikawa, Hajimu Iida

    Parallel and Distributed Computing, Applications and Technologies   1112 LNEE   32 - 42   2023.11

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    Publishing type:Research paper (international conference proceedings)   Publisher:Springer Nature Singapore  

    DOI: 10.1007/978-981-99-8211-0_4

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  • Portable Containerized MPI Application Using UCX Replacement Method Reviewed

    Sorawit Manatura, Kohei Ichikawa, Chantana Chantrapornchai, Chawanat Nakasan, Pattara Leelaprute, Arnon Rungsawang, Bundit Manaskasemsak

    Advances on P2P, Parallel, Grid, Cloud and Internet Computing   189   222 - 234   2023.10

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    Publishing type:Research paper (international conference proceedings)   Publisher:Springer Nature Switzerland  

    DOI: 10.1007/978-3-031-46970-1_21

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  • The Convergence of Container and Traditional Virtualization: Strengths and Limitations

    Guoqing Li, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Chawanat Nakasan, Pattara Leelaprute, Pree Thiengburanathum, Passakorn Phannachitta

    SN Computer Science   4 ( 4 )   387 - 387   2023.5

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    Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    DOI: 10.1007/s42979-023-01827-9

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    Other Link: https://link.springer.com/article/10.1007/s42979-023-01827-9/fulltext.html

  • Evaluation of a load balancing method considering inter-site latency

    村上恭哉, 高橋慧智, 市川昊平, 飯田元

    電子情報通信学会技術研究報告(Web)   122 ( 433(SITE2022 54-68) )   2023

  • Scalable Empirical Dynamic Modeling With Parallel Computing and Approximate k-NN Search

    Takahashi, K., Ichikawa, K., Park, J., Pao, G.M.

    IEEE Access   11   68171 - 68183   2023

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1109/ACCESS.2023.3289836

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  • Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants

    Thonglek, K., Ichikawa, K., Takahashi, K., Nakasan, C., Yuasa, K., Babasaki, T., Iida, H.

    IEICE Transactions on Communications   E106.B ( 7 )   547 - 556   2023

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:The Institute of Electronics, Information and Communication Engineers  

    DOI: 10.1587/transcom.2022EBT0003

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  • A Pilot Study of Testing Infrastructure as Code for Cloud Systems.

    Nabhan Suwanachote, Soratouch Pornmaneerattanatri, Yutaro Kashiwa, Kohei Ichikawa, Pattara Leelaprute, Arnon Rungsawang, Bundit Manaskasemsak, Hajimu Iida

    APSEC   584 - 588   2023

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  • Multi-Objective Optimization of Controller Placement in Distributed ONOS Networks.

    Xingyuan Kang, Keichi Takahashi, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    candar   76 - 85   2023

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/CANDAR60563.2023.00017

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    Other Link: https://dblp.uni-trier.de/db/conf/candar/candar2023.html#KangTNII23

  • Opimon: A Transparent, Low-Overhead Monitoring System for OpenFlow Networks

    Wassapon Watanakeesuntorn, Keichi Takahashi, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    Operations Research   70 ( 2 )   485 - 493   2022.3

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:The Institute of Electronics, Information and Communication Engineers  

    DOI: 10.1587/transcom.2021EBP3083

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  • Demonstration Study of Multi-use of Battery Energy Storage Systems by Robust Control-Accuracy Evaluation of Demand and Power Generation Predictions-

    植嶋美喜, 湯淺一史, 竹内義晴, 馬場崎忠利, THONGLEK Kundjanasith, 市川昊平, 高橋慧智

    電子情報通信学会技術研究報告(Web)   122 ( 201(EE2022 14-18) )   2022

  • Sparse Communication for Federated Learning.

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Pattara Leelaprute, Hajimu Iida

    ICFEC   1 - 8   2022

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  • Automated Quantization and Retraining for Neural Network Models Without Labeled Data.

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Pattara Leelaprute, Hajimu Iida

    IEEE Access   10   73818 - 73834   2022

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    Publishing type:Research paper (scientific journal)  

    DOI: 10.1109/ACCESS.2022.3190627

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  • Acar: An application-aware network routing system using SRv6.

    Tomoki Sugiura, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida

    CCNC   751 - 752   2022

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/CCNC49033.2022.9700608

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    Other Link: https://dblp.uni-trier.de/db/conf/ccnc/ccnc2022.html#SugiuraTII22

  • KEDM: A Performance-portable Implementation of Empirical Dynamic Modeling using Kokkos

    Keichi Takahashi, Wassapon Watanakeesuntorn, Kohei Ichikawa, Joseph Park, Ryousei Takano, Jason Haga, George Sugihara, Gerald M. Pao

    ACM International Conference Proceeding Series   abs/2105.12301   8 - 8   2021.7

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    Language:English   Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1145/3437359.3465571

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    Other Link: https://dblp.uni-trier.de/db/conf/xsede/pearc2021.html#TakahashiWIPTHS21

  • LSTM-based Neural Network Model for Predicting Solar Power Generation: 家電・民生研究会・スイッチング電源,家庭向け情報通信機器のエネルギー技術,照明,再生可能エネルギー,一般

    2021 ( 16-22 )   7 - 12   2021.5

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  • Measuring the effectiveness of qualitative education in a practical human resource development course based on changes in self-evaluation and objective evaluation Reviewed

    Sachio Saiki, Masahide Nakamura, Naoki Fukuyasu, Tetsuya Kanda, Shinji Kusumoto, Kohei Ichikawa, Shinichi Yoshida

    Computer Software   38 ( 1 )   52 - 64   2021.1

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society for Software Science and Technology  

    In PBL, it is often pointed out that it is difficult to qualitatively evaluate the improvement of students' fundamental competencies for working persons. In this study, we propose a method to evaluate students' growth and to improve classes through self-evaluation by students and objective evaluation by a third party as an approach to qualitative evaluation of PBL courses. In the proposed method, we aim to evaluate the validity of the subjective self-evaluation by the students before and after taking the PBL course, based on the objective evaluation. In this paper, we report on the evaluation results of the PBL course in 2017 and 2018 by the proposed method using the self-evaluation of fundamental competencies for working persons before and after taking the PBL course and the objective evaluation through PROG competency test.

    DOI: 10.11309/jssst.38.1_52

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  • 自己評価と客観評価の変化にもとづく実践的人材育成コースにおける質的教育効果の測定 Reviewed

    幸郎 佐伯, 直樹 福安, 哲也 神田, 昊平 市川, 真一 吉田, 匡秀 中村, 真二 楠本

    コンピュータ ソフトウェア   38 ( 1 )   1_52 - 1_64   2021.1

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society for Software Science and Technology  

    <p>In PBL, it is often pointed out that it is difficult to qualitatively evaluate the improvement of students' fundamental competencies for working persons. In this study, we propose a method to evaluate students' growth and to improve classes through self-evaluation by students and objective evaluation by a third party as an approach to qualitative evaluation of PBL courses. In the proposed method, we aim to evaluate the validity of the subjective self-evaluation by the students before and after taking the PBL course, based on the objective evaluation. In this paper, we report on the evaluation results of the PBL course in 2017 and 2018 by the proposed method using the self-evaluation of fundamental competencies for working persons before and after taking the PBL course and the objective evaluation through PROG competency test.</p>

    DOI: 10.11309/jssst.38.1_52

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  • SRv6を用いたアプリケーションの特性を考慮した通信経路制御手法

    杉浦智基, 高橋慧智, 市川昊平, 飯田元

    情報処理学会研究報告(Web)   2021 ( CSEC-93 )   2021

  • Enhancing the Prediction Accuracy of Solar Power Generation using a Generative Adversarial Network

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Kazufumi Yuasa, Tadatoshi Babasaki, Hajimu Iida

    2021 IEEE Green Energy and Smart Systems Conference, IGESSC 2021   2021

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    Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/IGESSC53124.2021.9618702

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  • Comparative Performance Study of Lightweight Hypervisors Used in Container Environment

    Guoqing Li, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Pree Thiengburanathum, Passakorn Phannachitta

    Proceedings of the 11th International Conference on Cloud Computing and Services Science   2021-April   215 - 223   2021

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    Publishing type:Research paper (international conference proceedings)   Publisher:SCITEPRESS - Science and Technology Publications  

    Virtual Machines (VMs) are used extensively in cloud computing. The underlying hypervisor allows hardware resources to be split into multiple virtual units which enhances resource utilization. However, VMs with traditional architecture introduce heavy overhead and reduce application performance. Containers have been introduced to overcome this drawback, yet such a solution raises security concerns due to poor isolation. Lightweight hypervisors have been leveraged to strike a balance between performance and isolation. However, there has been no comprehensive performance comparison among them. To identify the best fit use case, we investigate the performance characteristics of Docker container, Kata containers, gVisor, Firecracker and QEMU/KVM by measuring the performance on disk storage, main memory, CPU, network, system call and startup time. In addition, we evaluate their performance of running Nginx web server and MySQL database management system. We use QEMU/KVM as an example of traditional VM, Docker as the standard container and the rest as the representatives of lightweight hypervisors. We compare and analyze the benchmarking results, discuss the possible implications, explain the trade-off each organization made and elaborate on the pros and cons of each architecture.

    DOI: 10.5220/0010440502150223

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    Other Link: https://dblp.uni-trier.de/db/conf/closer/closer2021.html#LiTIITP21

  • Comparative Performance Study of Lightweight Hypervisors Used in Container Environment.

    Guoqing Li, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Pree Thiengburanathum, Passakorn Phannachitta

    Proceedings of the 11th International Conference on Cloud Computing and Services Science(CLOSER)   2021-April   215 - 223   2021

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    Publishing type:Research paper (international conference proceedings)   Publisher:SCITEPRESS  

    Virtual Machines (VMs) are used extensively in cloud computing. The underlying hypervisor allows hardware resources to be split into multiple virtual units which enhances resource utilization. However, VMs with traditional architecture introduce heavy overhead and reduce application performance. Containers have been introduced to overcome this drawback, yet such a solution raises security concerns due to poor isolation. Lightweight hypervisors have been leveraged to strike a balance between performance and isolation. However, there has been no comprehensive performance comparison among them. To identify the best fit use case, we investigate the performance characteristics of Docker container, Kata containers, gVisor, Firecracker and QEMU/KVM by measuring the performance on disk storage, main memory, CPU, network, system call and startup time. In addition, we evaluate their performance of running Nginx web server and MySQL database management system. We use QEMU/KVM as an example of traditional VM, Docker as the standard container and the rest as the representatives of lightweight hypervisors. We compare and analyze the benchmarking results, discuss the possible implications, explain the trade-off each organization made and elaborate on the pros and cons of each architecture.

    DOI: 10.5220/0010440502150223

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    Other Link: https://dblp.uni-trier.de/db/conf/closer/closer2021.html#LiTIITP21

  • Auto-Scaling System in Apache Spark Cluster Using Model-Based Deep Reinforcement Learning

    Thonglek, K., Ichikawa, K., Sangkeettrakarn, C., Piyatumrong, A.

    Studies in Computational Intelligence   906   347 - 360   2021

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    Publishing type:Research paper (scientific journal)   Publisher:Studies in Computational Intelligence  

    DOI: 10.1007/978-3-030-58930-1_23

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  • Federated Learning of Neural Network Models with Heterogeneous Structures

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Hajimu Iida, Chawanat Nakasan

    Proceedings - 19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020   735 - 740   2020.12

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    DOI: 10.1109/ICMLA51294.2020.00120

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    Other Link: https://dblp.uni-trier.de/db/conf/icmla/icmla2020.html#ThonglekTIIN20

  • Massively parallel causal inference of whole brain dynamics at single neuron resolution Reviewed

    Wassapon Watanakeesuntorn, Keichi Takahashi, Kohei Ichikawa, Joseph Park, George Sugihara, Ryousei Takano, Jason Haga, Gerald M. Pao

    Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS   2020-December   196 - 205   2020.12

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    Empirical Dynamic Modeling (EDM) is a nonlinear time series causal inference framework. The latest implementation of EDM, cppEDM, has only been used for small datasets due to computational cost. With the growth of data collection capabilities, there is a great need to identify causal relationships in large datasets. We present mpEDM, a parallel distributed implementation of EDM optimized for modern GPU-centric supercomputers. We improve the original algorithm to reduce redundant computation and optimize the implementation to fully utilize hardware resources such as GPUs and SIMD units. As a use case, we run mpEDM on AI Bridging Cloud Infrastructure (ABCI) using datasets of an entire animal brain sampled at single neuron resolution to identify dynamical causation patterns across the brain. mpEDM is 1, 530× faster than cppEDM and a dataset containing 101, 729 neuron was analyzed in 199 seconds on 512 nodes. This is the largest EDM causal inference achieved to date.

    DOI: 10.1109/ICPADS51040.2020.00035

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    Other Link: https://dblp.uni-trier.de/db/journals/corr/corr2011.html#abs-2011-11082

  • Retraining Quantized Neural Network Models with Unlabeled Data

    Kundjanasith Thonglek, Keichi Takahashi, Kohei Ichikawa, Chawanat Nakasan, Hidemoto Nakada, Ryousei Takano, Hajimu Iida

    Proceedings of the International Joint Conference on Neural Networks   1 - 8   2020.7

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  • 自動発注問題を題材とした実践的人材育成コースにおける授業改善 Reviewed

    幸郎 佐伯, 直樹 福安, 哲也 神田, 昊平 市川, 真一 吉田, 匡秀 中村, 真二 楠本

    コンピュータ ソフトウェア   37 ( 1 )   1_19 - 1_30   2020.1

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society for Software Science and Technology  

    <p>AiBiC Kansai offers an education course, AiBiC Spiral, designed to develop abilities to solve individual social issues using Big Data, artificial intelligence, and Cloud technologies through teamwork. In this paper, we report on the problems of the environments for the education program and the discrepancies in the expectations on topics and contents found by the analysis of the questionnaire conducted in 2017, and describe the activities and results performed to improve the program in 2018. Through the improvements, we have found that the problem on the program environments has been dissolved. However, as for the discrepancies in the expectations, we have revealed that only some part of the problem was improved and there were still some students found the topics and contents provided by the program were different from their expectations.</p>

    DOI: 10.11309/jssst.37.1_19

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  • A Measurement of Outcomes on PBL using Transitions of Self and Objective Evaluations Reviewed

    Tetsuya Kanda, Naoki Fukuyasu, Kohei Ichikawa, Sachio Saiki, Shinji Kusumoto

    日本ソフトウェア科学会研究会資料シリーズ(Web)   ( 89 )   6p   2020.1

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  • Massively Parallel Causal Inference of Whole Brain Dynamics at Single Neuron Resolution.

    Wassapon Watanakeesuntorn, Keichi Takahashi, Kohei Ichikawa, Joseph Park, George Sugihara, Ryousei Takano, Jason Haga, Gerald M. Pao

    26th IEEE International Conference on Parallel and Distributed Systems(ICPADS)   2020-December   196 - 205   2020

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    Empirical Dynamic Modeling (EDM) is a nonlinear time series causal inference framework. The latest implementation of EDM, cppEDM, has only been used for small datasets due to computational cost. With the growth of data collection capabilities, there is a great need to identify causal relationships in large datasets. We present mpEDM, a parallel distributed implementation of EDM optimized for modern GPU-centric supercomputers. We improve the original algorithm to reduce redundant computation and optimize the implementation to fully utilize hardware resources such as GPUs and SIMD units. As a use case, we run mpEDM on AI Bridging Cloud Infrastructure (ABCI) using datasets of an entire animal brain sampled at single neuron resolution to identify dynamical causation patterns across the brain. mpEDM is 1, 530× faster than cppEDM and a dataset containing 101, 729 neuron was analyzed in 199 seconds on 512 nodes. This is the largest EDM causal inference achieved to date.

    DOI: 10.1109/ICPADS51040.2020.00035

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    Other Link: https://dblp.uni-trier.de/db/conf/icpads/icpads2020.html#Watanakeesuntorn20

  • Improvement and enhancement of nurturing practical IT engineer course "aiBiC Spiral" Reviewed

    Saiki, S., Nakamura, M., Fukuyasu, N., Kanda, T., Kusumoto, S., Ichikawa, K., Yoshida, S.

    Computer Software   37 ( 1 )   19 - 30   2020

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:Japan Society for Software Science and Technology  

    AiBiC Kansai offers an education course, AiBiC Spiral, designed to develop abilities to solve individual social issues using Big Data, artificial intelligence, and Cloud technologies through teamwork. In this paper, we report on the problems of the environments for the education program and the discrepancies in the expectations on topics and contents found by the analysis of the questionnaire conducted in 2017, and describe the activities and results performed to improve the program in 2018. Through the improvements, we have found that the problem on the program environments has been dissolved. However, as for the discrepancies in the expectations, we have revealed that only some part of the problem was improved and there were still some students found the topics and contents provided by the program were different from their expectations.

    DOI: 10.11309/jssst.37.1_19

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  • On the design and implementation of IP-over-p2p overlay virtual private networks

    Subratie, K., Aditya, S., Daneshmand, V., Ichikawa, K., Figueiredo, R.

    IEICE Transactions on Communications   E103B ( 1 )   2 - 10   2020

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1587/transcom.2019CPI0001

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  • Near Real-time Failover Model for Continuous Inter-Domain Communication

    Juan Sebastian Aguirre, Yoshiyuki Kido, Susumu Date, Shinji Shimojo, Kohei Ichikawa, Atsuko Takefusa

    2019.9

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  • Improving Resource Utilization in Data Centers using an LSTM-based Prediction Model Reviewed

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Hajimu Iida, Chawanat Nakasan

    Proceedings - IEEE International Conference on Cluster Computing, ICCC   2019-September   476 - 483   2019.9

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    Language:English   Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1109/CLUSTER.2019.8891022

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    Other Link: https://dblp.uni-trier.de/db/conf/cluster/cluster2019.html#ThonglekITIN19

  • Analysis of a PBL-based Practical Education Course using Self and Objective Evaluations

    Naoki Fukuyasu, Sachio Saiki, Tetsuya Kanda, Kohei Ichikawa, Shinichi Yoshida, Masahide Nakamura, Shinji Kusumoto

    36   45 - 50   2019.8

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  • A Study of a Token-based Authorization Mechanism for the International On-demand Network

    竹房あつ子, 市川昊平, 栗本崇, 合田憲人

    電子情報通信学会技術研究報告   2019-IOT-44(49) ( 480(SITE2018 68-87) )   1 - 8   2019

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  • 実践的人材育成コースにおける自己評価と客観評価にもとづく社会人基礎力の分析

    福安直樹, 佐伯幸郎, 神田哲也, 市川昊平, 吉田真一, 中村匡秀, 楠本真二

    日本ソフトウェア科学会大会講演論文集(Web)   36th   2019

  • A Study of a Token-based Authorization Mechanism for the International On-demand Network

    竹房あつ子, 市川昊平, 栗本崇, 合田憲人

    電子情報通信学会技術研究報告   118 ( 480(SITE2018 68-87) )   335 - 342   2019

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  • An empirical report of nurturing practical engineer course based on questionnaire results for students Reviewed

    佐伯幸郎, 福安直樹, 神田哲也, 市川昊平, 吉田真一, 中村匡秀, 楠本真二

    日本ソフトウェア科学会研究会資料シリーズ(Web)   ( 86 )   43475.0   2019

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  • A study of practical education program on ai, big data, and cloud computing through development of automatic ordering system Reviewed

    Sachio Saiki, Naoki Fukuyasu, Kohei Ichikawa, Tetsuya Kanda, Masahide Nakamura, Shinsuke Matsumoto, Shinichi Yoshida, Shinji Kusumoto

    Proceedings - 2018 IEEE/ACIS 3rd International Conference on Big Data, Cloud Computing, Data Science and Engineering, BCD 2018   31 - 36   2018.11

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    DOI: 10.1109/BCD2018.2018.00013

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  • A Framework of ASP for Shopping Path Analysis

    Katsutoshi Yada, Kei Miyazaki, Keiji Takai, Kohei Ichikawa

    Proceedings - 2017 4th Asia-Pacific World Congress on Computer Science and Engineering, APWC on CSE 2017   49 - 54   2018.10

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    DOI: 10.1109/APWConCSE.2017.00017

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  • Performance comparison of machine learning models for DDoS attacks detection

    Panida Khuphiran, Pattara Leelaprute, Putchong Uthayopas, Kohei Ichikawa, Wassapon Watanakeesuntorn

    2018 22nd International Computer Science and Engineering Conference, ICSEC 2018   2018.7

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  • Application Aware Traffic Engineering Functionality for an SDN Transit Network

    Juan Sebastian Aguirre, Kohei Ichikawa, Yoshiyuki Kido, Susumu Date, Shinji Shimojo

    PRAGMA Workshop 34   2018.4

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  • A proposal of a real-time OpenFlow DDoS detection tool: 技術と社会・倫理

    117 ( 471 )   189 - 192   2018.3

  • Towards Self-Optimizing Network : Applying Deep Learning to Network Traffic Categorization and Identification in the Context of Application-Aware Network: 技術と社会・倫理

    117 ( 471 )   31 - 36   2018.3

  • Real-Time monitoring and visualization software for OpenFlow network Reviewed

    Watanakeesuntorn Wassapon, Putchong Uthayopas, Chantana Chantrapornchai, Kohei Ichikawa

    International Conference on ICT and Knowledge Engineering   1 - 5   2018.1

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    DOI: 10.1109/ICTKE.2017.8259622

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  • A Proposal on Software-Defined Cloud Environment using Wide-area SDN Environment and On-Demand Virtual Cloud Service System

    市川昊平, 竹房あつ子, 木戸善之, 渡場康弘, 伊達進

    電子情報通信学会技術研究報告   117 ( 472(IA2017 73-93) )   85 - 89   2018

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  • On the Performance and Cost of Cloud-Assisted Multi-path Bulk Data Transfer Reviewed

    Kyuho Jeong, Renato Figueiredo, Kohei Ichikawa

    Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom   2017-December   186 - 193   2017.12

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    DOI: 10.1109/CloudCom.2017.27

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  • Course Design for Training AI and BigData Experts Using Automatic Ordering Problem

    神田 哲也, 福安 直樹, 佐伯 幸郎, 市川 昊平, 中村 匡秀, 楠本 真二

    日本ソフトウェア科学会大会論文集   34   317 - 322   2017.9

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  • A Multipath OpenFlow Controller for Multiple TCP Stream Applications

    10 ( 2 )   2017.9

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  • PARES: Packet Rewriting on SDN-Enabled Edge Switches for Network Virtualization in Multi-Tenant Cloud Data Centers Reviewed

    Kyuho Jeong, Renato Figueiredo, Kohei Ichikawa

    IEEE International Conference on Cloud Computing, CLOUD   2017-June   9 - 17   2017.9

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    DOI: 10.1109/CLOUD.2017.11

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  • Container Rebalancing: Towards Proactive Linux Containers Placement Optimization in a Data Center Reviewed

    Pongsakorn U-Chupala, Yasuhiro Watashiba, Kohei Ichikawa, Susumu Date, Hajimu Iida

    Proceedings - International Computer Software and Applications Conference   1   788 - 795   2017.9

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    DOI: 10.1109/COMPSAC.2017.94

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  • Cloud-Based VR Gaming: Our Vision on Improving the Accessibility of VR Gaming Reviewed

    Kar Long Chan, Kohei Ichikawa, Yasuhiro Watashiba, Hajimu Iida

    Proceedings - 2017 International Symposium on Ubiquitous Virtual Reality, ISUVR 2017   24 - 25   2017.7

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    DOI: 10.1109/ISUVR.2017.15

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  • Application-aware network: network route management using SDN based on application characteristics Reviewed International journal

    Pongsakorn U-chupala, Yasuhiro Watashiba, Kohei Ichikawa, Susumu Date, Hajimu Iida

    CSI Transactions on ICT   5 ( 4 )   375 - 385   2017.6

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  • A Hybrid-Streaming Method for Cloud Gaming: To Improve the Graphics Quality delivered on Highly Accessible Game Contents Reviewed

    Kar-Long Chan, Kohei Ichikawa, Yasuhiro Watashiba, Uthayopas Putchong, Hajimu Iida

    INTERNATIONAL JOURNAL OF SERIOUS GAMES   4 ( 2 )   75 - 86   2017.6

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    DOI: 10.17083/ijsg.v4i2.163

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  • Toward Construction of Resilient Software-Defined IT Infrastructure for Supporting Disaster Management Applications

    Yasuhiro Watashiba, José Fortes, Jason Haga, Kohei Ichikawa, Susumu Date, Hirotake Abe, Yoshiyuki Kido, Hiroaki Yamanaka, Ryousei Takano, Ryusuke Egawa

    Proceedings of International Symposium on Grids and Clouds 2017 (ISGC2017)   2017.3

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  • A multipath openflow controller for multiple TCP stream applications Reviewed

    Huang, C., Nakasan, C., Ichikawa, K., Watashiba, Y., Iida, H.

    Journal of Information Processing   25 ( 0 )   924 - 933   2017

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    DOI: 10.2197/ipsjjip.25.924

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  • A simple multipath OpenFlow controller using topology-based algorithm for multipath TCP Reviewed

    Nakasan, C., Ichikawa, K., Iida, H., Uthayopas, P.

    Concurrency Computation   29 ( 13 )   2017

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    Multipath transmission control protocol(TCP), or MPTCP, is a widely-researched mechanism that allows a single application-level connection to be split to more than 1 TCP stream and, consequently, more than 1 network interface, as opposed to the traditional TCP/IP model. Being a transport layer protocol, MPTCP can easily interact between the application using it and the network supporting it. However, MPTCP does not have control of its own route. Default IP routing behavior generally takes all traffic through the shortest or best metric path. However, this behavior may actually cause paths to collide with each other, creating contention for bandwidth in a number of edges. This can result in a bottleneck that limits the throughput of the network. Therefore, a multipath routing mechanism is necessary to ensure smooth operation of MPTCP. We created smoc, a simple multipath OpenFlow controller, that uses only topology information of the network to avoid collision where possible. Evaluation of smoc in a virtual local-area and a physical wide–area software-defined networks showed favorable results as smoc provided better performance than simple or spanning tree–routing mechanisms.

    DOI: 10.6084/M9.FIGSHARE.1558361.V1

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  • PRAGMA-ENT: An International SDN testbed for cyberinfrastructure in the Pacific Rim Reviewed

    Ichikawa, K., U-Chupala, P., Huang, C., Nakasan, C., Liu, T.-L., Chang, J.-Y., Ku, L.-C., Tsai, W.-F., Haga, J., Yamanaka, H., Kawai, E., Kido, Y., Date, S., Shimojo, S., Papadopoulos, P., Tsugawa, M., Collins, M., Jeong, K., Figueiredo, R., Fortes, J.

    Concurrency Computation   29 ( 13 )   2017

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  • 自動発注問題を題材としたビッグデータ・AI技術に対する実践的人材育成コースの設計

    神田哲也, 福安直樹, 佐伯幸郎, 市川昊平, 中村匡秀, 楠本真二

    日本ソフトウェア科学会大会講演論文集(CD-ROM)   34th   ROMBUNNO.rePiT2‐1   2017

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  • Real-Time Monitoring and Visualization Software for OpenFlow Network

    Watanakeesuntorn Wassapon, Putchong Uthayopas, Chantana Chantrapornchai, Kohei Ichikawa

    2017 15TH INTERNATIONAL CONFERENCE ON ICT AND KNOWLEDGE ENGINEERING (ICT&KE)   54 - 58   2017

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  • quantitative evaluations of deploymental, operation and administration cost in a wide area distributed virtualization infrastructure Reviewed

    Hiroki KASHIWAZAKI, Yoshiaki KITAGUCHI, Kohei ICHIKAWA, Tohru KONDO, Ikuo NAKAGAWA, Yutaka KIKUCHI, Shinji SHIMOJO

    IPSJ Internet and Operation Technology Symposium (IOTS) 2016   2016 ( 2016 )   18 - 25   2016.12

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  • Design and implementation of interface to reduce costs of describing scenario for network disaster training Reviewed

    Hiroki KASHIWAZAKI, Kazuma NISHIUCHI, Yoshiaki KITAGUCHI, Kohei ICHIKAWA, Tohru KONDO, Ikuo NAKAGAWA, Yutaka KIKUCHI

    IPSJ Internet and Operation Technology Symposium (IOTS) 2016   2016 ( 2016 )   33 - 40   2016.12

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  • A design and implementation of global distributed posix file system on the top of multiple independent cloud services Reviewed

    Ikuo Nakagawa, Hiroki Kashiwazaki, Shinji Shimojo, Kohei Ichikawa, Tohru Kondo, Yoshiaki Kitaguchi, Yutaka Kikuchi, Shigetoshi Yokoyama, Shunji Abe

    Proceedings - 2016 5th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2016   867 - 872   2016.8

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    DOI: 10.1109/IIAI-AAI.2016.75

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  • An SDN-Based Multipath GridFTP for High-Speed Data Transfer Reviewed

    Che Huang, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    Proceedings - International Conference on Distributed Computing Systems   2016-August   763 - 764   2016.8

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    DOI: 10.1109/ICDCS.2016.80

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  • Architecture of virtualized computational resource allocation on SDN-enhanced job management system framework Reviewed

    Yasuhiro Watashiba, Susumu Date, Hirotake Abe, Kohei Ichikawa, Yoshiyuki Kido, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics, MIPRO 2016 - Proceedings   241 - 245   2016.7

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    DOI: 10.1109/MIPRO.2016.7522145

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  • MPI-Reduce algorithm for OpenFlow-enabled network Reviewed

    Pisit Makpaisit, Kohei Ichikawa, Putchong Uthayopas, Susumu Date, Keichi Takahashi, Dashdavaa Khureltulga

    2015 15th International Symposium on Communications and Information Technologies, ISCIT 2015   261 - 264   2016.4

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    DOI: 10.1109/ISCIT.2015.7458357

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  • An empirical study of SDN-accelerated HPC infrastructure for scientific research Reviewed

    Susumu Date, Hirotake Abe, Dashdavaa Khureltulga, Keichi Takahashi, Yoshiyuki Kido, Yasuhiro Watashiba, Pongsakorn U-Chupala, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    Proceedings - 2015 International Conference on Cloud Computing Research and Innovation, ICCCRI 2015   89 - 96   2016.2

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    DOI: 10.1109/ICCCRI.2015.13

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  • Toward Flexible and Efficient Computing Resource Service by SDN-enhanced Job Management System Framework

    Yasuhiro Watashiba, Susumu Date, Hirotake Abe, Yoshiyuki Kido, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    2016.1

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  • Virtual screening techniques and current computational infrastructures Reviewed International journal

    Haga, J.H., Ichikawa, K., Date, S.

    Current Pharmaceutical Design   22 ( 23 )   3576 - 3584   2016

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    DOI: 10.2174/1381612822666160414142530

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  • A hybrid game contents streaming method: Improving graphic quality delivered on cloud gaming Reviewed

    Chan, K.-L., Ichikawa, K., Watashiba, Y., Putchong, U., Iida, H.

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   9926 LNCS   149 - 160   2016

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    DOI: 10.1007/978-3-319-46100-7_13

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  • Hydra: A high-throughput virtual screening data visualization and analysis tool Reviewed

    Curtis Sera, Shelby Matlock, Yasuhiro Watashiba, Kohei Ichikawa, Jason H. Haga

    Procedia Computer Science   80   2312 - 2316   2016

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    DOI: 10.1016/j.procs.2016.05.427

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  • SAGE-based Tiled Display Wall enhanced with dynamic routing functionality triggered by user interaction Reviewed

    Kido, Y., Ichikawa, K., Date, S., Watashiba, Y., Abe, H., Yamanaka, H., Kawai, E., Takemura, H., Shimojo, S.

    Future Generation Computer Systems   56 ( 56 )   303 - 314   2016

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    DOI: 10.1016/j.future.2015.09.033

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  • An Evaluation and Implementation the Verification Platform to Evaluate the Failure Resistance of Wide-area Distributed Systems

    北口善明, 柏崎礼生, 近堂徹, 市川昊平, 西内一馬, 中川郁夫, 中川郁夫, 菊池豊

    情報処理学会論文誌ジャーナル(Web)   57 ( 3 )   958 - 966   2016

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    It is important to ensure robustness and availability of information infrastructures against disasters and faults. There are many technologies of distribution and redundancy, but most of them do not provide practical validation methods on faults. We propose a platform to evaluate disaster tolerance and fault resistance of distributed systems with an SDN technology emulating artificial disasters and faults. In this paper, we introduce a design and its implementation of the platform, and then also show the effectiveness of the platform through evaluation experiments on it.

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  • A design and implementation of a verification and evaluation platform for failure resistance and failure tolerance

    北口善明, 柏崎礼生, 近堂徹, 市川昊平, 西内一馬, 中川郁夫, 中川郁夫, 菊池豊

    情報処理学会研究報告(Web)   2016 ( IOT-32 )   79 - 84   2016

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  • Evaluations of wide area distributed storage systems by using a platform for validating, evaluating and reflecting disaster and disorder tolerance

    柏崎礼生, 北口善明, 市川昊平, 近堂徹, 西内一馬, 中川郁夫, 中川郁夫, 菊地豊

    情報処理学会研究報告(Web)   2016 ( IOT-32 )   85 - 90   2016

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  • Deployment of a multi-site cloud environment for molecular virtual screenings Reviewed

    Anthony Nguyen, Andrea Matsunaga, Mauricio Tsugawa, Susumu Date, Kohei Ichikawa, Jason H. Haga

    Proceedings - 11th IEEE International Conference on eScience, eScience 2015   145 - 154   2015.10

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    DOI: 10.1109/eScience.2015.49

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  • A multipath controller for accelerating GridFTP transfer over SDN Reviewed

    Che Huang, Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida

    Proceedings - 11th IEEE International Conference on eScience, eScience 2015   439 - 447   2015.10

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  • Application-oriented bandwidth and latency aware routing with open flow network Reviewed

    Pongsakorn U-Chupala, Kohei Ichikawa, Hajimu Iida, Nawawit Kessaraphong, Putchong Uthayopas, Susumu Date, Hirotake Abe, Hiroaki Yamanaka, Eiji Kawai

    Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom   2015-February ( February )   775 - 780   2015.2

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    DOI: 10.1109/CloudCom.2014.90

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  • Performance characteristics of an SDN-enhanced job management system for cluster systems with fat-tree interconnect Reviewed

    Yasuhiro Watashiba, Susumu Date, Hirotake Abe, Yoshiyuki Kido, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo, Haruo Takemura

    Proceedings of the International Conference on Cloud Computing Technology and Science, CloudCom   2015-February ( February )   781 - 786   2015.2

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  • A Design and Evaluation of a Platform for Software-Defined Disaster Emulation

    近堂徹, 西内一馬, 北口善明, 市川昊平, 中川郁夫, 柏崎礼生, 菊池豊

    電子情報通信学会技術研究報告   114 ( 400(NS2014 161-175) )   1 - 6   2015

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    ICT systems are expected to ensure high availability against not only possible failures but also unexpected multiple failures due to wide-scale disaster. It is necessary to continuous evaluations on the operation through education or training. This study proposes a verification platform which enables to arbitrary-generate disasters or failures using SDN to evaluate disaster tolerance of the distributed system.

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  • An approach of SDDE platform for valdating and evaluating a disaster resistance and tolerance of distributed system

    柏崎礼生, 西内一馬, 北口善明, 市川昊平, 近堂徹, 中川郁夫, 中川郁夫, 菊地豊

    電子情報通信学会技術研究報告   114 ( 401(IN2014 98-120) )   131 - 136   2015

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    It is important to ensure toughness and robustness of infrastructure for information network such as the Internet. To ensure toughness and robustness, there are several solution such as redundant configurations, SPoF (single point of failure) less wide-are distribution. In this paper, authors design and evaluate a platform to evaluate disaster tolerance of communication systems by immitating existing disaster records.

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  • Validations and evaluations of a disaster resistance and tolerance for distributed systems by using software defined disaster simulator platform

    柏崎礼生, 西内一馬, 北口善明, 市川昊平, 近堂徹, 中川郁夫, 中川郁夫, 菊地豊

    電子情報通信学会技術研究報告   114 ( 439(IA2014 79-91) )   13 - 18   2015

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    It is important to ensure toughness and robustness of infrastructure for information network such as the Internet. In this paper, authors validate and evaluate distributed systems by using a SDDE (Software Defined Disaster Emulation) platform.

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  • An experimental evaluation of the routing system using Software Defined Disaster Emulation (SDDE) Platform

    北口善明, 西内一馬, 近堂徹, 市川昊平, 柏崎礼生, 中川郁夫, 中川郁夫, 菊池豊

    電子情報通信学会技術研究報告   114 ( 494(SITE2014 60-84) )   67 - 72   2015

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    In the wide-area distributed systems such as the Internet, it is important to ensure the robustness and the availability through data distribution and redundancy for disaster and failure. We propose a platform which called SDDE (Software Defined Disaster Emulation) to evaluate disaster resistance and disaster tolerance by emulating some disaster and failure. In this paper, we report an evaluation experiment of the disaster resistance for BGP routing system using our proposed SDDE platform.

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  • PRAGMA-ENT: Exposing SDN Concepts to Domain Scientists in the Pacific Rim. Reviewed

    Kohei Ichikawa, Maurício O. Tsugawa, Jason H. Haga, Hiroaki Yamanaka, Te-Lung Liu, Yoshiyuki Kido, Pongsakorn U.-Chupala, Che Huang, Chawanat Nakasan, Jo-Yu Chang, Li-Chi Ku, Whey-Fone Tsai, Susumu Date, Shinji Shimojo, Philip M. Papadopoulos, José A. B. Fortes

    CoRR   abs/1509.08420   2015

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    The Pacific Rim Application and Grid Middleware Assembly (PRAGMA) is an
    international community of researchers that actively collaborate to address
    problems and challenges of common interest in eScience. The PRAGMA Experimental
    Network Testbed (PRAGMA-ENT) was established with the goal of constructing an
    international software-defined network (SDN) testbed to offer the necessary
    networking support to the PRAGMA cyberinfrastructure. PRAGMA-ENT is isolated,
    and PRAGMA researchers have complete freedom to access network resources to
    develop, experiment, and evaluate new ideas without the concerns of interfering
    with production networks.
    In the first phase, PRAGMA-ENT focused on establishing an international L2
    backbone. With support from the Florida Lambda Rail (FLR), Internet2,
    PacificWave, JGN-X, and TWAREN, PRAGMA-ENT backbone connects Open\-Flow-enabled
    switches at University of Florida (UF), University of California San Diego
    (UCSD), Nara Institute of Science and Technology (NAIST, Japan), Osaka
    University (Japan), National Institute of Advanced Industrial Science and
    Technology (AIST, Japan), and National Center for High-Performance Computing
    (Taiwan).
    The second phase of PRAGMA-ENT consisted of evaluation of technologies for
    the control plane that enables multiple experiments (i.e., OpenFlow
    controllers) to co-exist. Preliminary experiments with FlowVisor revealed some
    limitations leading to the development of a new approach, called AutoVFlow.
    This paper will share our experience in the establishment of PRAGMA-ENT
    backbone (with international L2 links), its current status, and control plane
    plans. Discussion on preliminary application ideas, including optimization of
    routing control; multipath routing control; and remote visualization will also
    be discussed.

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  • A Simple Multipath OpenFlow Controller using topology-based algorithm for Multipath TCP. Reviewed

    Chawanat Nakasan, Kohei Ichikawa, Hajimu Iida, Putchong Uthayopas

    CoRR   abs/1509.08388 ( 13 )   2015

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    Multipath transmission control protocol(TCP), or MPTCP, is a widely-researched mechanism that allows a single application-level connection to be split to more than 1 TCP stream and, consequently, more than 1 network interface, as opposed to the traditional TCP/IP model. Being a transport layer protocol, MPTCP can easily interact between the application using it and the network supporting it. However, MPTCP does not have control of its own route. Default IP routing behavior generally takes all traffic through the shortest or best metric path. However, this behavior may actually cause paths to collide with each other, creating contention for bandwidth in a number of edges. This can result in a bottleneck that limits the throughput of the network. Therefore, a multipath routing mechanism is necessary to ensure smooth operation of MPTCP. We created smoc, a simple multipath OpenFlow controller, that uses only topology information of the network to avoid collision where possible. Evaluation of smoc in a virtual local-area and a physical wide–area software-defined networks showed favorable results as smoc provided better performance than simple or spanning tree–routing mechanisms.

    DOI: 10.1002/cpe.4134

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  • An experimental evaluation of the wide-area distributed storage using Software Defined Disaster Emulation (SDDE) Platform

    北口善明, 西内一馬, 近堂徹, 市川昊平, 柏崎礼生, 中川郁夫, 菊池豊

    電子情報通信学会技術研究報告   114 ( 523(ICM2014 54-78) )   97 - 102   2015

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    In the wide-area distributed systems such as the Internet, it is important to ensure the robustness and the availability through data distribution and redundancy for disaster and failure. We propose a platform which called SDDE (Software Defined Disaster Emulation) to evaluate disaster resistance and disaster tolerance by emulating some disaster and failure. In this paper, we report an evaluation experiment of the disaster resistance for wide-area distributed storage system using our proposed SDDE platform.

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  • Netspec:OpenFlowネットワークのテスト基盤の提案と試作

    原一貴, 渡場康弘, 市川昊平, 飯田元

    情報処理学会研究報告(Web)   2015 ( IOT-31 )   VOL.2015-IOT-31,NO.13 (WEB ONLY)   2015

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  • Present situations and future prospects of a disaster emulation and simulation testbed for distributed computing environment (such as cloud computing environment) “DESTCloud”

    柏崎礼生, 西内一馬, 北口善明, 市川昊平, 近堂徹, 中川郁夫, 中川郁夫, 菊地豊

    電子情報通信学会技術研究報告   115 ( 256(IA2015 30-36) )   7 - 12   2015

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  • An approach of SDDE platform for valdating and evaluating a disaster resistance and tolerance of distributed system

    柏崎礼生, 西内一馬, 北口善明, 市川昊平, 近堂徹, 中川郁夫, 中川郁夫, 菊地豊

    電子情報通信学会技術研究報告   114 ( 389(ICM2014 32-53) )   37 - 42   2015

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  • A Hybrid Game Contents Streaming Method to Improve Graphic Quality Delivered by Cloud Gaming

    2014 ( 1 )   1 - 6   2014.12

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  • Efficacy Analysis of a SDN-enhanced Resource Management System through NAS Parallel Benchmarks Reviewed

    Yasuhiro Watashiba, Susumu Date, Hirotake Abe, Yoshiyuki Kido, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo, Haruo Takemura

    The Review of Socionetwork Strategies   8 ( 2 )   69 - 84   2014.12

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  • Transpacific live migration with wide area distributed storage Reviewed

    Ikuo Nakagawa, Kohei Ichikawa, Tohru Kondo, Yoshiaki Kitaguchi, Hiroki Kashiwazaki, Shinji Shimojo

    Proceedings - International Computer Software and Applications Conference   486 - 492   2014.9

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    DOI: 10.1109/COMPSAC.2014.71

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  • Performance Evaluation of MPTCP over OpenFlow Network

    Chawanat Nakasan, Kohei Ichikawa, Putchong Uthayopas

    IPSJ SIG Notes   2014 ( 30 )   1 - 6   2014.7

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    This paper discusses the use of Multipath TCP (MPTCP), which is a TCP extension that allows multiple TCP flows to be associated to one application-layer logical connection, coupled with OpenFlow traffic engineering in a single stack to provide a comprehensive multipathing solution, with OpenFlow providing optimal path sets while MPTCP utilizing them. This design should be able to maximize bandwidth and network path utilization by allowing hosts to take advantage of presently-unused paths. Design of the testbed, also to be used by our research group in future projects, is also discussed in this paper. Finally, we discuss evaluation of network performance when using multiple paths, as well as concerns raised by our work. In summary, our system functioned as expected and provided feasible performance in small virtual network. This design should be scalable to benefit distributed file storage systems, data-intensive services, or any high-performance computing systems.

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  • Designing of SDN-Assisted Bandwidth and Latency Aware Route Allocation

    Pongsakorn U-chupala, Kohei Ichikawa, Putchong Uthayopas, Susumu Date, Hirotake Abe

    IPSJ SIG Notes   2014 ( 2 )   1 - 7   2014.7

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    Bandwidth and latency are two major factors that contribute the most to network application performance. Between each pair of switches in a network, there may be multiple paths connecting them. Each path has different properties because of multiple factors. Traditional shortest-path routing does not take this knowledge into consideration and may result in sub-optimal performance of applications and underutilization of network. We proposed a concept of "bandwidth and latency aware routing". The idea is that we could improve overall performance of the network by separating application into bandwidth-oriented and latency-oriented application and allocate different route for each type of application accordingly. We also proposed a design of this network system implemented using OpenFlow. Routes are calculated from monitored information using Dijkstra algorithm and its variation. To support our design, we show a use case in which our design performs better than traditional routing.

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  • Evaluations of a wide-area distributed storage for a wide-area distributed virtualization infrastracture Reviewed

    Kashiwazaki Hiroki, Yoshiaki Kitaguchi, Kondo Tohru, Kohei ICHIKAWA, Ikuo Nakagawa, Shunji Abe, Shigetoshi Yokoyama, Shinji Shimojo

    Proceedings of NORTH Internet Symposium 2014   33 - 40   2014.2

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    The authors have been researching and developing widely distributed storage environment that is characterized by high performance of random I/O access. It is difficult for conventional distributed storage to serve practicable performance for using virtualized machines, especially on live migration. In this paper, the authors show the latest result of performances of I/O on proposed distributed algorithm. A result of 24 thousands km live-migration demonstrated in SC13 (Supercomputer Conference 2013) is also shown.<br />

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  • Architecture of a high-speed MPI-Bcast leveraging software-defined network Reviewed

    Khureltulga Dashdavaa, Susumu Date, Hiroaki Yamanaka, Eiji Kawai, Yasuhiro Watashiba, Kohei Ichikawa, Hirotake Abe, Shinji Shimojo

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   8374 LNCS   885 - 894   2014

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    Collective communication is of great importance in MPI because the execution time of an MPI program is affected by the communication performance it can gain. Particularly these days, when a cluster system composed of multiple computing nodes has become dominant as a large-scale computing system, the execution time of collective communication affects the total execution time of the MPI program. However, in many implementations of MPI, collective communication is developed to make use of unicast-based communication in a repeated and combined way, which may result in inefficient communication. In this paper, we explore the use of a Software-Defined Network, which was originally expected to help network administrators operate networks through central control in a software-programming manner, to accelerate MPI-Bcast, a basic collective communication used in MPI. The evaluation in this paper indicates that our prototyped SDN-MPI-Bcast is superior to MPI-Bcast in OpenMPI in communication performance. Also, the evaluation implies that SDN-MPI-Bcast is feasible. © 2014 Springer-Verlag Berlin Heidelberg.

    DOI: 10.1007/978-3-642-54420-0_86

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  • Architecture of a high-speed MPI-Bcast leveraging software-defined network Reviewed

    Dashdavaa, K., Date, S., Yamanaka, H., Kawai, E., Watashiba, Y., Ichikawa, K., Abe, H., Shimojo, S.

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   8374 LNCS   885 - 894   2014

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    Collective communication is of great importance in MPI because the execution time of an MPI program is affected by the communication performance it can gain. Particularly these days, when a cluster system composed of multiple computing nodes has become dominant as a large-scale computing system, the execution time of collective communication affects the total execution time of the MPI program. However, in many implementations of MPI, collective communication is developed to make use of unicast-based communication in a repeated and combined way, which may result in inefficient communication. In this paper, we explore the use of a Software-Defined Network, which was originally expected to help network administrators operate networks through central control in a software-programming manner, to accelerate MPI-Bcast, a basic collective communication used in MPI. The evaluation in this paper indicates that our prototyped SDN-MPI-Bcast is superior to MPI-Bcast in OpenMPI in communication performance. Also, the evaluation implies that SDN-MPI-Bcast is feasible. © 2014 Springer-Verlag Berlin Heidelberg.

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  • Technology for Long Distance Live Migration Distributed Storage and Network

    中川郁夫, 中川郁夫, 柏崎礼生, 北口善明, 市川昊平, 近堂徹, 下條真司

    電子情報通信学会技術研究報告   113 ( 388(NS2013 163-176) )   59 - 64   2014

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    We have been involved to research and experiment of Long Distance Live Migration of virtual machines on wide area distributed storage which seems to be a single & shared large POSIX file system. In this paper, we introduce two key technologies in our project; "distributed storage" and "network". Distributed storage technology enables to achieve wide area distributed storage by distributing and sharing both meta data and user data in geographically distributed areas. We summarize network technologies in two parts, that is internal network and external network. Especially, the external network technology is important for Long Distance Live Migration so that external hosts (on the Internet, for example) would communicate with a virtual machine even the case where it would be migrated into geographically remote sites. In this paper, we also introduce the result of our experiment.

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  • A Job Management Framework Enabling Deployment of Allocation Policy Regarding Computational and Network Resources

    渡場 康弘, 木戸 善之, 伊達 進, 阿部 洋丈, 市川 昊平, 山中 広明, 河合 栄治, 竹村 治雄

    J97-D ( 6 )   1082 - 1093   2014

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    クラスタシステムなどの高性能計算環境では,複数のジョブ間でその資源が共有利用される.このような計算環境上で分散並列計算の実行時間を縮減するためには,その環境を構成する計算資源及びネットワーク資源を効率的に割り当てる必要がある.しかし,今日のジョブ管理システム(JMS)の多くは計算資源情報のみを考慮してジョブへの資源配分を決定する.本論文では,この点に着目し,ジョブごとに指定されるユーザの資源要求に基づき,計算資源及びネットワーク資源を考慮した資源割当を実現するためのジョブ管理フレームワークを提案する.技術的には,既存のJMSであるOpen Grid Scheduler/Grid Engine(OGS/GE)に,ネットワークの一元的な動的制御を可能にするOpenFlowを統合させることで実現したフレームワークの実装についてまとめる.本論文の評価では,提案するジョブ管理フレームワーク上に,ネットワークの遅延または帯域を考慮する資源割当ポリシを配備し,ネットワーク資源の割当をジョブごとに制御することでジョブの実行時間を縮減できることを確認した.

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  • A Method Using Multipath over SDN for Improving GridFTP Transfer

    HUANG Che, 市川昊平

    情報処理学会研究報告(Web)   2014 ( HPC-145 )   1 - 8   2014

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    A large amount of scientific data needs to be transferred from one site to another as fast as possible in the computational science field. High-speed data transfer between sites is very important, especially in the Grid computing field; GridFTP has been widely used for bulk data transfer over wide area network. GridFTP achieves greater performance by supporting parallel TCP streams. Using parallel TCP streams improves the throughput of slow-start algorithm and lossy network even on a single path. This research proposes a traffic engineering technique that increases the data transfer performance by using multiple paths simultaneously for the parallel TCP streams. For the purpose, we use Software-Defined Network (SDN) technology and its implementation, OpenFlow. This paper presents the design and implementation of the proposed system and describes the results of the performance evaluation.

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  • Present situations and future prospects of a wide area distributed virtualization infrastracture “distcloud”

    柏崎礼生, 近堂徹, 北口善明, 市川昊平, 中川郁夫, 中川郁夫, 阿部俊二, 横山重俊, 下條真司

    電子情報通信学会技術研究報告   114 ( 236(IA2014 24-33) )   37 - 42   2014

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    It is focused on distributed storage technologies and backing up data onto remote data centers because of growing sense of disaster recovery for large scale disaster. Now the authors are constructing widely distributed storage environment. This environment is characterized by high performance of random I/O access. Because every site can access to same data, IT services can be continued with live migration technology. In this paper, the authors explain the demonstrations on SC13 and SC14.

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  • A Design and Implementation of a verification platform of a distributed system for disaster resistance and disaster tolerance

    近堂徹, 柏崎礼生, 北口善明, 市川昊平, 西内一馬, 中川郁夫, 菊池豊

    電子情報通信学会技術研究報告   114 ( 374(IA2014 69-78) )   7 - 12   2014

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    ICT systems are expected to ensure high availability against not only possible failures but also unexpected multiple failures due to wide-scale disaster. It is important to continuous evaluations on the operation through education or training in addition to verification on the design and development. In this paper, we propose a verification platform which enables to arbitrary-generate disasters or failures to evaluate disaster tolerance of the distributed system.

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  • Building a network performance benchmarking system using monitoring as a service infrastructure Reviewed

    Nawawit Kessaraphong, Putchong Uthayopas, Kohei Ichikawa

    2014 International Computer Science and Engineering Conference, ICSEC 2014   39 - 43   2014

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    DOI: 10.1109/ICSEC.2014.6978126

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  • 大学間連携による頑強な広域分散データ基盤アーキテクチャの提案

    中川郁夫, 橋本好史, 楠田友彦, 北口善明, 近堂徹, 柏崎礼生, 市川昊平, 下條真司

    研究報告インターネットと運用技術(IOT)   2013 ( 20 )   1 - 6   2013.3

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    本稿では,複数大学のコンピュータリソースを相互に接続し,広域分散環境において頑強なデータ基盤を構築するためのアーキテクチャの提案を行う.本アーキテクチャは,多数のコンピュータリソースをもちいて大規模なストレージ空間を実現するクラスタストレージ技術を応用し,広域分散環境で信頼性の高いデータ基盤を実現する.本アーキテクチャによって実現されるデータ基盤は,地理的に離れた3カ所以上の「マルチサイト」から同時にアクセスが可能であり,かつ一カ所での更新がリアルタイムに他サイトに反映されることを特徴とする.同データ基盤は単一の巨大なファイルシステムとしてPOSIX準拠の標準的なアクセス手段を提供し,かつ,ランダムアクセスによるファイル入出力を可能とする.将来的には,地理的に離れた拠点間で仮想OSのライブマイグレーションができることを目指す.

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  • 広域分散ストレージ検証環境におけるI/O性能評価

    柏崎 礼生, 近堂 徹, 北口 善明, 楠田 友彦, 大沼 善朗, 中川 郁夫, 市川 昊平, 棟朝 雅晴, 高井 昌彰, 阿部 俊二, 横山 重俊, 下條 真司

    研究報告インターネットと運用技術(IOT)   2013 ( 19 )   1 - 6   2013.3

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    大規模災害による危機意識の高まりから災害回復(Disaster Recover: DR)を実現するための技術として遠隔地データセンターでのバックアップや分散ストレージに注目が集まっている.現在我々はランダムアクセス性能の高さに特徴のある広域分散ストレージ環境を金沢大学,広島大学,NIIを中心として構築しており,本研究では本環境のI/O性能を評価し,この環境の有用性を示す.

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  • A Multi-site Virtual Cluster Deployment System Using Overlay Network

    多田大輝, 市川昊平, 伊達進, 阿部洋丈, 下條真司

    情報処理学会論文誌トランザクション(CD-ROM)   2012 ( 2 )   219 - 226   2013

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  • Building secure and transparent inter-cloud infrastructure for scientific applications Reviewed

    Tanaka, Y., Yamamoto, N., Takano, R., Ota, A., Papadopoulos, P., Williams, N., Zheng, C., Huang, W., Pan, Y.-L., Wu, C.-H., Yu, H.-E., Shiao, J.H.S., Ichikawa, K., Tada, T., Date, S., Shimojo, S.

    Advances in Parallel Computing   23   35 - 52   2013

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    On 11 March 2011 JPN suffered a major earthquake. The resulting tsunami caused great loss of life and devastated many buildings, industries, and information services. Similarly, recent flooding in Thailand resulted in the destruction of property and a disruption of services. Thus, it is prudent for information technology infrastructure and services providers to formulate and implement procedures for rapid disaster recovery of key services that become even more critical during catastrophic events. To aid in our understanding of how academic resource centers can positively respond to such events, we have prototyped, developed and deployed GEO (Global Earth Observation) Grid applications on a distributed infrastructure made up of physical clusters contributed by our international colleagues. On top of these clusters, each site was able to host virtual machines, using their choice of virtualization infrastructure. We were able to realize a secure and transparent Inter-Cloud infrastructure through automated translation of virtual machines (e.g., between different hypervisors) and network virtualization. Cloud interoperation enables sharing of virtual machine images by private and public Clouds, i.e. a virtual machine image could be shared by different VM hosting environments including OpenNebula, Rocks, and Amazon EC2. Insights gained through the preliminary experiments indicated the key issue for Inter-Cloud is how we could use technologies for network virtualization. We used OpenFlow for network virtualization to build a secure (isolated) network for Inter-Cloud. © 2013 The Authors.

    DOI: 10.3233/978-1-61499-322-3-35

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  • An implementation of a multi-site virtual cluster cloud Reviewed

    Pongsakorn U-Chupala, Putchong Uthayopas, Kohei Ichikawa, Susumu Date, Hirotake Abe

    Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering, JCSSE 2013   155 - 159   2013

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  • Prototyping and evaluation of a network-aware Job Management System on a cluster system Reviewed

    Yasuhiro Watashiba, Yoshiyuki Kido, Susumu Date, Hirotake Abe, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Haruo Takemura

    IEEE International Conference on Networks, ICON   1 - 6   2013

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    DOI: 10.1109/ICON.2013.6781934

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  • A network performance-aware routing for multisite virtual clusters Reviewed

    Kohei Ichikawa, Susumu Date, Hirotake Abe, Hiroaki Yamanaka, Eiji Kawai, Shinji Shimojo

    IEEE International Conference on Networks, ICON   1 - 5   2013

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  • Protein structure modeling in a grid computing environment Reviewed

    Daniel Li, Brian Tsui, Charles Xue, Jason H. Haga, Kohei Ichikawa, Susumu Date

    Proceedings - IEEE 9th International Conference on e-Science, e-Science 2013   301 - 306   2013

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  • An architectural design of a job management system leveraging software defined network Reviewed

    Yasuhiro Watashiba, Susumu Date, Hirotake Abe, Kohei Ichikawa, Hiroaki Yamanaka, Eiji Kawai, Haruo Takemura

    Proceedings - International Computer Software and Applications Conference   724 - 729   2013

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    DOI: 10.1109/COMPSACW.2013.108

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  • OpenFlow network visualization software with flow control interface Reviewed

    Yasuhiro Watashiba, Seiichiro Hirabara, Susumu Date, Hirotake Abe, Kohei Ichikawa, Yoshiyuki Kido, Shinji Shimojo, Haruo Takemura

    Proceedings - International Computer Software and Applications Conference   475 - 477   2013

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    DOI: 10.1109/COMPSAC.2013.81

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  • Mining History of Gamification Towards Finding Expertise in Question and Answering Communities: Experience and Practice with Stack Exchange. Reviewed

    Patanamon Thongtanunam, Raula Gaikovina Kula, Ana Erika Camargo Cruz, Norihiro Yoshida, Kohei Ichikawa, Hajimu Iida

    Rev. Socionetwork Strateg.   7 ( 2 )   115 - 130   2013

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  • WEB調査票システムの構築と学生健診への導入

    明石 美智子, 白根 峰子, 大濱 透, 市川 昊平, 江原 康生, 西田 誠, 守山 敏樹, 杉田 義郎, 瀧原 圭子

    CAMPUS HEALTH   50 ( 1 )   203 - 205   2013

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  • A proposal of Network-aware Job Management System leveraging SDN

    渡場康弘, 伊達進, 阿部洋丈, 市川昊平, 山中広明, 河合栄治, 竹村治雄

    情報処理学会研究報告(CD-ROM)   2012 ( 5 )   1 - 6   2013

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    近年,高性能計算資源はクラスタシステムとして構成されていることが主流で,より高性能を求めてますます大規模化する傾向にある.複数の計算ノードがインターコネクトによって相互接続されたクラスタシステムでは,ユーザがより高い実行性能を得るには,できるだけ多数の計算資源を高効率に利用する分散並列処理を行う必要がある.とりわけ,計算ノード間の通信が密な計算では,割り当てられた計算ノード間のネットワーク性能が計算性能に多大な影響を与える.しかし,今日利用できる,計算ノードを管理しユーザジョブの計算要求に応じて,効率的に計算ノードの計算資源を割り当てる役割を担うジョブ管理システムの多くは,計算ノード間のネットワーク,すなわちインターコネクトの効率的利用を考慮した仕組みを有していない.われわれは,そのような視点から,ネットワーク資源も含めた計算資源の適切な管理・割当を行うことができるジョブ管理システムの実現を目的とした研究開発に着手した.本稿では,計算ノード間のインターコネクトを Software-Defined Network (SDN) で制御することにより,計算性能の向上を目的とするジョブ管理システムを提案し,提案システムの有用性についてケーススタディを用いて検討する.High performance computing has been becoming more large-scale and distributed. Today, since the current dominant trend of high-performance computing is cluster system, it tends to be built with more computers for more performance improvement and acceleration. Therefore, the performance of interconnect among computing resources of the cluster plays more important role due to a fact that parallel computation performed on distributed multiple resources requires communication. However, no current Job Management System (JMS) is designed to consider how network resources, that is, interconnects are used in submitting jobs to computing resources of a cluster system. We have started the research and development of network-aware job management system that allocates appropriate set of computing and network resources in an on-demand fashion, based on user-provided resource requirement information. The key feature of our proposed JMS is the integration of Software-Defined Network (SDN) concept into traditional JMS.

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  • 大学間連携による頑強な広域分散データ基盤アーキテクチャの提案

    中川郁夫, 中川郁夫, 橋本好史, 楠田友彦, 北口善明, 近堂徹, 柏崎礼生, 市川昊平, 下條真司

    電子情報通信学会技術研究報告   112 ( 489(IA2012 87-109) )   111 - 116   2013

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    本稿では,複数大学のコンピュータリソースを相互に接続し,広域分散環境において頑強なデータ基盤を構築するためのアーキテクチャの提案を行う.本アーキテクチャは,多数のコンピュータリソースをもちいて大規模なストレージ空間を実現するクラスタストレージ技術を応用し,広域分散環境で信頼性の高いデータ基盤を実現する.本アーキテクチャによって実現されるデータ基盤は,地理的に離れた3ヵ所以上の「マルチサイト」から同時にアクセスが可能であり,かつ一ヵ所での更新がリアルタイムに他サイトに反映されることを特徴とする.同データ基盤は単一の巨大なファイルシステムとしてPOSIX準拠の標準的なアクセス手段を提供し,かつ,ランダムアクセスによるファイル入出力を可能とする.将来的には,地理的に離れた拠点間で仮想OSのライブマイグレーションができることを目指す.

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  • OpenFlow連携ジョブ管理システムの実装と評価

    渡場康弘, 木戸善之, 伊達進, 阿部洋丈, 市川昊平, 山中広明, 河合栄治, 竹村治雄

    情報処理学会研究報告(Web)   2013 ( HPC-140 )   1 - 6   2013

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    大規模化・分散化傾向にあるクラスタ型計算資源の利用において,ネットワーク性能が計算処理性能に与える影響は大きい.しかし,ユーザジョブの計算要求に応じて計算資源を割り当てるジョブ管理システムの多くは,ネットワーク資源情報を利用せず,CPU やメモリのような計算資源情報に基づいて各ジョブへの割当資源を決定する.本研究ではネットワーク資源と計算資源の情報に基づき,ユーザのジョブ要求に対して最適なネットワークを持つ計算資源を割り当てることができるジョブ管理システムの実現を目指している.本稿では,ネットワークを柔軟に制御することが可能な技術として注目を集めている OpenFlow の機能を応用したジョブ管理システムの概要をまとめるとともに,提案システムの有効性を検証した実験結果について報告する.

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  • ユーザインタラクションと連動したフロー制御を行う大規模可視化

    木戸善之, 古都知哉, 渡場康弘, 渡場康弘, 伊達進, 阿部洋丈, 市川昊平, 山中広明, 河合栄治, 下條真司, 下條真司, 竹村治雄

    情報処理学会研究報告(Web)   2013 ( HPC-140 )   1 - 6   2013

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    科学全般において大規模な可視化が必用とされ,可視化装置とミドルウェアに注目を集めている.複数のディスプレイで構築するタイルドディスプレイは大規模な可視化を実現する技術であり,ネットワークを通じてアプリケーションやコンテンツを表示することができる.動画配信などの大容量ストリーミングとは異なり,タイルドディスプレイでのアプリケーション表示ではユーザのインタラクションが発生し,その結果を画面に反映することとなるが,ネットワークの遅延,障害がユーザインタラクションに多大な影響をおよぼす.そのためタイルドディスプレイでのユーザインタラクションを考慮したネットワークの制御が必要不可欠となる.先行研究では,SAGE によるタイルドディスプレイと OpenFlow を用い障害検知による冗長経路の変更について取り組んだ.本研究では,ユーザ操作によって生じるデータ転送量の変更に対応するため OpenFlow を用いたフロー制御に取り組み,インタラクティブネスの向上を目指す.

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  • 大阪大学における教育研究を支える情報基盤システム

    柏崎礼生, 宮永勢次, 江原康生, 市川昊平, 森原一郎

    情報処理学会研究報告(Web)   2013 ( CLE-10 )   2013

  • 広域分散ストレージ検証環境におけるI/O性能評価

    柏崎礼生, 近堂徹, 北口善明, 楠田友彦, 大沼善朗, 中川郁夫, 中川郁夫, 市川昊平, 棟朝雅晴, 高井昌彰, 阿部俊二, 横山重俊, 下條真司

    電子情報通信学会技術研究報告   112 ( 489(IA2012 87-109) )   105 - 110   2013

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    大規模災害による危機意識の高まりから災害回復(Disaster Recover:DR)を実現するための技術として遠隔地データセンターでのバックアップや分散ストレージに注目が集まっている.現在我々はランダムアクセス性能の高さに特徴のある広域分散ストレージ環境を金沢大学,広島大学,NIIを中心として構築しており,本研究では本環境のI/O性能を評価し,この環境の有用性を示す.

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  • Implementation and evaluation of multiple deduplication methods for VM disk images composing a virtual cluster

    Morita, D., Abe, H., Ichikawa, K., Date, S., Shimojo, S.

    Information (Japan)   16 ( 8 B )   6055 - 6068   2013

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  • A Multi-site Virtual Cluster Deployment System Using Overlay Network

    多田 大輝, 市川 昊平, 伊達 進, 阿部 洋丈, 下條 真司

    情報処理学会論文誌コンピューティングシステム(ACS)   5 ( 5 )   76 - 89   2012.10

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    Recently, wide-area distributed computing has been increasingly concerned. Particularly in the scientific research, virtual cluster, which aggregates virtual machines from multiple physical computers to provide a user-dedicated computing environment, has attracted scientists and researchers expectation. In reality, however, no practically available virtual cluster solution has been realized so far. This fact is explained from the difficulty of establishing a network where virtual machines composing a virtual cluster directly communicate and that of installing and configuring software stack as a single cluster system on them. In this paper, we have proposed and prototyped a multi-site virtual cluster deployment system that builds a virtual cluster aggregating virtual machines, each of which is located on a different site. To evaluate the practicality, we have measured the computational performance of a virtual cluster system deployed on a WAN-emulated environment. The result indicates that the virtual cluster provides computational performance enough to perform a parameter-study problem with less data transfer.

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  • OpenFlow技術を用いたデータセンタネットワークにおける消費電力量削減のためのフロー最適化

    津田徹, 市川昊平, 猪俣敦夫, 藤川和利

    情報処理学会関西支部支部大会講演論文集(CD-ROM)   2012   2012

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    データセンタの需要増に伴い、データセンタ内におけるネットワーク機器の消費電力が増加している。OpenFlow技術を用いて、電力量を少なくするパスにトラフィックを集約し、不要なスイッチを休止させる手法を提案する。

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  • Energy optimal data-center network topology calculation considering network traffic changing

    津田徹, 市川昊平, 猪俣敦夫, 藤川和利

    電子情報通信学会技術研究報告   112 ( 353(IA2012 59-70) )   61 - 66   2012

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    Datacenter is essential for service provider on the Internet. However, energy consumption of ICT equipment is increasing each year. It is important for datacenter administrator to reduce energy consumption of datacenter which contains a large amount of ICT equipment. Improving server machine or cooling facilities of efficiency, network resource consumes more energy. In this paper, We prototyped event-driven OpenFlow controller which finds minumum-power network subsets using Best-fit algorithm and flow contention algorithm. Evaluation results shows that prototype can reduce datacenter network energy consumption.

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  • WEB調査票システムの構築と学生健診への導入

    明石 美智子, 白根 峰子, 大濱 透, 市川 昊平, 江原 康生, 西田 誠, 真田 昌爾, 守山 敏樹, 杉田 義郎, 瀧原 圭子

    CAMPUS HEALTH   49 ( 4 )   77 - 77   2012

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  • An Effective Method of Transferring VM Disk Images Composing a Virtual Cluster

    森田大希, 市川昊平, 阿部洋丈, 伊達進, 下條真司

    情報処理学会研究報告(CD-ROM)   2012 ( 1 )   1 - 9   2012

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    近年,仮想計算機 (VM: Virtual Machine) 技術の発達に伴い,仮想クラスタを異なる拠点間で移送する拠点間移送に関心が高まりつつある.しかし,仮想クラスタの移送では,データサイズの大きい VM ディスクイメージを多数転送する必要があるため,移送時間が長くなることが問題である.そこで,本研究においては仮想クラスタを構成する複数の VM ディスクイメージ間には重複内容が多いことに着目し,これらの重複内容の除去を行うことにより,移送時間の削減を図った.具体的には,重複除去の手法として,ローカル重複除去,多段階重複除去の2種類の重複除去手法を提案し,これらを実行するためのプログラムの実装を行った.本研究では,これらの実装したプログラムの処理時間の測定を行い,VM のサイズや個数,使用可能帯域幅などの任意の条件下における仮想クラスタ移送時間の推定式を導出した.この推定式を利用することにより,WAN 実効帯域幅等の条件に応じて,2種類の重複除去手法,および重複除去を行わずに移送する手法の3種類のうち,いずれが移送時間を最短にするものであるかの決定指針を与えることができた.Transferring virtual clusters across different sites has been gathering much attention recently due to the development of virtual machine technology. However, it takes a long time to transfer VM disk images composing a virtual cluster across different sites since the total size of multiple VM disk images is very large. In this study, we proposed an efficient transferring method that reduces the size of transferring data by deduplicating multiple VM disk images composing a virtual cluster. In particular, we have developed two deduplication methods, local deduplication and multistage deduplication. We have evaluated the execution time of the developed duduplication programs, and derived estimating equations of transferring time of virtual cluster under arbitrary conditions.

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  • Building Secure and Transparent Inter-Cloud Infrastructure for Scientific Applications. Reviewed

    Yoshio Tanaka, Naotaka Yamamoto, Ryousei Takano, Akihiko Ota, Philip M. Papadopoulos, Nadya Williams, Cindy Zheng, Weicheng Huang, Yi-Lun Pan, Chang-Hsing Wu, Hsi-En Yu, J. H. Steven Shiao, Kohei Ichikawa, Taiki Tada, Susumu Date, Shinji Shimojo

    Advances in Parallel Computing   23   35 - 52   2012

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    On 11 March 2011 JPN suffered a major earthquake. The resulting tsunami caused great loss of life and devastated many buildings, industries, and information services. Similarly, recent flooding in Thailand resulted in the destruction of property and a disruption of services. Thus, it is prudent for information technology infrastructure and services providers to formulate and implement procedures for rapid disaster recovery of key services that become even more critical during catastrophic events. To aid in our understanding of how academic resource centers can positively respond to such events, we have prototyped, developed and deployed GEO (Global Earth Observation) Grid applications on a distributed infrastructure made up of physical clusters contributed by our international colleagues. On top of these clusters, each site was able to host virtual machines, using their choice of virtualization infrastructure. We were able to realize a secure and transparent Inter-Cloud infrastructure through automated translation of virtual machines (e.g., between different hypervisors) and network virtualization. Cloud interoperation enables sharing of virtual machine images by private and public Clouds, i.e. a virtual machine image could be shared by different VM hosting environments including OpenNebula, Rocks, and Amazon EC2. Insights gained through the preliminary experiments indicated the key issue for Inter-Cloud is how we could use technologies for network virtualization. We used OpenFlow for network virtualization to build a secure (isolated) network for Inter-Cloud. © 2013 The Authors.

    DOI: 10.3233/978-1-61499-322-3-35

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  • A prototype of network failure avoidance functionality for SAGE using OpenFlow Reviewed

    Tomoya Furuichi, Susumu Date, Hiroaki Yamanaka, Kohei Ichikawa, Hirotake Abe, Haruo Takemura, Eiji Kawai

    Proceedings - International Computer Software and Applications Conference   88 - 93   2012

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    DOI: 10.1109/COMPSACW.2012.26

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  • A Multi-Application Controller for SAGE-enabled Tiled Display Wall in Wide-area Distributed Computing Environments Reviewed

    Yuki Fujiwara, Susumu Date, Kohei Ichikawa, Haruo Takemura

    Journal of Information Processing Systems   7 ( 4 )   581 - 594   2011.12

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  • Visualization of GEO Science Data on TDW using SAGE Adapter

    Taiki Tada, Kohei Ichikawa, Susumu Date, Shinji Shimojo, Ryosuke Nakamura, Naotaka Yamamoto, Yoshio Tanaka

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  • Software-based packet dispatching for parallel distributed NIDS

    Masahiro Yamada, Kohei Ichikawa, Hirotake Abe, Susumu Date, Shinji Shimojo

    2011.10

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  • A Study on Service Science Based on a Data Mining Tool, MUSASHI(<Special Issue>Domain Driven Service Science)

    ICHIKAWA Kohei, NAKAHARA Takanobu, YADA Katsutoshi, Kohei Ichikawa, Takanobu Nakahara, Katsutoshi Yada

    Journal of the Japanese Society for Artificial Intelligence   26 ( 2 )   117 - 125   2011.3

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    DOI: 10.11517/jjsai.26.2_117

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  • 広帯域ネットワーク監視を実現するアダプティブなNIDSクラスタに向けたソフトウェアロードバランサの提案

    山田正弘, 市川昊平, 阿部洋丈, 伊達進, 下條真司

    ハイパフォーマンスコンピューティングと計算科学シンポジウム論文集   2011 ( 2011 )   86 - 86   2011.1

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  • Decision support system for policy making during a financial crisis Reviewed

    Katsutoshi Yada, Kohei Ichikawa

    Proceedings - 2011 IEEE International Conference on Granular Computing, GrC 2011   756 - 760   2011

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    DOI: 10.1109/GRC.2011.6122693

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  • A study on shopping path classification in supermarket with DNA sequence alignment algorithm

    91st   7 - 12   2011

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  • A visualization adapter for SAGE-enabled tiled display wall Reviewed

    Taiki Tada, Susumu Date, Shinji Shimojo, Kohei Ichikawa, Hirotake Abe

    Proceedings - 2011 IEEE International Conference on Granular Computing, GrC 2011   613 - 618   2011

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    DOI: 10.1109/GRC.2011.6122667

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  • A P2P-based virtual cluster computing using PIAX Reviewed

    Kohei Ichikawa, Susumu Date, Yasuyuki Kusumoto, Shinji Shimojo

    Proceedings - 2011 IEEE International Conference on Granular Computing, GrC 2011   294 - 299   2011

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    DOI: 10.1109/GRC.2011.6122611

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  • Social Network Rebuilder: A Tool to Estimate a Social Network of Financial Crisis Propagation. Reviewed International journal

    Kohei Ichikawa, Toshihiko Takemura, Masatoshi Murakami, Kazunori Minetaki, Taiyo Maeda

    Rev. Socionetwork Strateg.   5 ( 1 )   1 - 16   2011

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  • An SAGE adapter for applications on SAGE-enabled tiled display

    多田大輝, 市川昊平, 伊達進, 下條真司

    情報処理学会研究報告(CD-ROM)   2011 ( 2 )   1 - 8   2011

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    近年,大規模データ可視化技術として,タイルドディスプレイが注目されており,その実現技術として SAGE と呼ばれるミドルウェアがスケーラビリティやパフォーマンスの高さから科学研究への応用に期待されている.しかし,SAGE は既存の可視化アプリケーションをそのままでは利用できないという相互運用性に問題がある.本研究では,この問題に対して,可視化アプリケーションを変更することなく,アプリケーションから可視化データを取得し,SAGE によるタイルドディスプレイに表示可能とする手法を提案し,それを実現する SAGE アダプタの実装を行った.本稿では,この SAGE アダプタについて詳しく述べると共に,既存のアプリケーションを用いた動作検証結果を示す.また,実用上十分な性能が得られることを評価結果と共に報告する.Tiled Display has recently gathered wide attention as a possible way of realizing large-scale visualization. In particular, SAGE is a representative middleware to build up such a tiled display; it is highly expected to be utilized for scientific researches due to its scalable and high performance nature. However, SAGE has an interoperability problem that existing visualization applications are not available without modification of the implementation. To tackle this problem, we proposed SAGE adapter, which allows users to utilize the existing visualization applications in SAGE without modification. This paper describes the details of the SAGE adapter, and introduces an example of an application using SAGE adapter. Moreover the paper reports some evaluation results, which indicate that the SAGE adapter has enough performance for practical use.

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  • Performance Improvement of Packet Forwarding in Software-based Load Balancer for Parallel Distributed NIDS

    山田正弘, 阿部洋丈, 市川昊平, 伊達進, 下條真司, 下條真司

    情報処理学会研究報告(CD-ROM)   2011 ( 4 )   1 - 8   2011

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    近年,ネットワークを利用するサービスに対する攻撃が増加および多様化しており,NIDS (Network-based Intrusion Detection System) の重要性が高まっている.今日の NIDS にはネットワークの広帯域化に応じた高速な処理が求められており,高性能な NIDS の実現が急務である.このような背景から,本論文ではロードバランサを用いて NIDS の処理を並列化する並列 NIDS の実現を目的とし,高性能なソフトウェアロードバランサを設計,実装する.提案実装では高速なパケットキャプチャおよび転送モジュールである PF RING を利用し,パケット転送処理をマルチスレッドで並列化することで高速なパケット転送を実現する.さらに,本論文の性能評価によって,提案実装におけるパケット転送が 9.8Gbps を超えるスループットを達成し,既存研究のソフトウェアロードバランサで採用されているパケット転送よりも高い性能を持つことを示す.With the increase and diversity of attacks against network services, NIDS (Network-based Intrusion Detection System) has been taking a role of importance. For the traffic analysis of the today&#039;s high-speed network, the demand on high performance NIDS has been increased. From the background, we focus on parallel distributed NIDS that analyzes network traffic on multiple PCs in a high-throughput fashion. In this paper, we design and implement a high performance software-based load balancer that distributes the workload of traffic analysis to multiple commodity PCs. A prototypic implementation of the proposed software-based load balancer has realized high-throughput packet forwarding by multi-threaded processing and PF RING which provides high-speed packet capturing and sending. Our experiments indicate that, packet forwarding in the proposed software-based load balancer has achieved 9.8 Gbps throughput.

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  • A Control Mechanism of Multiple Visualization Applications on SAGE-enabled TDW

    Yuki Fujiwara, Kohei Ichikawa, Susumu Date, Haruo Takemura

    The 18th PRAGMA Workshop, San Diego, USA, Mar. 2010.   2010.3

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  • Development of data mining platform MUSASHI towards service computing Reviewed

    Kohei Ichikawa, Katsutoshi Yada, Takashi Washio

    Proceedings - 2010 IEEE International Conference on Granular Computing, GrC 2010   235 - 240   2010

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    DOI: 10.1109/GrC.2010.168

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  • Application event control module for SAGE

    Kuwabara, S., Ichikawa, K., Date, S., Shimojo, S.

    Computer Software   27 ( 4 )   172 - 182   2010

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    DOI: 10.11309/jssst.27.4_172

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  • サービス コンピューティングに向けたデータマイニングプラットフォームMUSASHIの拡張

    第8回日本データベース学会年次大会, 2010   2010

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  • A multi-application controller for a tiled display wall for wide-area distributed computing Reviewed

    Yuki Fujiwara, Susumu Date, Kohei Ichikawa, Haruo Takemura

    2010 3rd International Conference on Human-Centric Computing, HumanCom 2010   1 - 5   2010

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    DOI: 10.1109/HUMANCOM.2010.5563341

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  • A proposal of P2P-based resource discovery mechanism for the grid

    Kei Kokubo, Kohei Ichikawa, Yoshimasa Ishi, Susumu Date

    Proceedings - 2009 9th Annual International Symposium on Applications and the Internet, SAINT 2009   2009年度 ( 3 )   1 - 7   2009.10

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    Resource discovery is a fundamental service of the Grid to find out resources suitable for executing user obs. Traditional resource discovery services of the Grid have static structure and centralized or hierarchized, such as Globus MDS. However, with the number of resources composing the Grid increased, this approach has two problems, namely, on dynamic changes of the structure in the Grid and obtaining the latest resource information. To solve these problems, we have been seeking for the possibility of a resource discovery mechanism adopting Peer-to-Peer approach, which is characterized by real-time retrieval of information using overlay networks spanned on physical computational resources. In this paper, we present the preliminary results of our research activities so far. © 2009 IEEE.

    DOI: 10.1109/SAINT.2009.68

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  • Providing Virtual Cluster on Wide-Area Distributed Environment Using Overlay Network

    Yasuyuki Kusumoto, Kohei Ichikawa, Susumu Date, Shinji Shimojo

    2009.8

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  • A Novel Approach for Rebuilding Social Network Structure from Web-based Survey: Toward Bank Run Simulation Reviewed

    Kohei Ichikawa, Toshihiko Takemura, Masatoshi Murakami, Kazunori Minetaki, Taiyo Maeda

    The 8th Annual Hawaii International Conference on Social Sciences   833 - 834   2009.6

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  • Design of a grid service-based platform for in silico protein-ligand screenings Reviewed International journal

    Marshall J. Levesque, Kohei Ichikawa, Susumu Date, Jason H. Haga

    Computer Methods and Programs in Biomedicine   93 ( 1 )   73 - 82   2009.1

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    DOI: 10.1016/j.cmpb.2008.07.005

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  • Optimization of budget allocation for TV advertising Reviewed

    Kohei Ichikawa, Katsutoshi Yada, Namiko Nakachi, Takashi Washio

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   5712 LNAI ( PART 2 )   270 - 277   2009

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    DOI: 10.1007/978-3-642-04592-9_34

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  • A proposal of P2P-based resource discovery mechanism for the grid Reviewed

    Kei Kokubo, Kohei Ichikawa, Yoshimasa Ishi, Susumu Date

    Proceedings - 2009 9th Annual International Symposium on Applications and the Internet, SAINT 2009   184 ( 3 )   288 - 289   2009

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    Resource discovery is a fundamental service of the Grid to find out resources suitable for executing user obs. Traditional resource discovery services of the Grid have static structure and centralized or hierarchized, such as Globus MDS. However, with the number of resources composing the Grid increased, this approach has two problems, namely, on dynamic changes of the structure in the Grid and obtaining the latest resource information. To solve these problems, we have been seeking for the possibility of a resource discovery mechanism adopting Peer-to-Peer approach, which is characterized by real-time retrieval of information using overlay networks spanned on physical computational resources. In this paper, we present the preliminary results of our research activities so far. © 2009 IEEE.

    DOI: 10.1109/SAINT.2009.68

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  • A proposal of P2P-based Resource Discovery Mechanism for the Grid

    古久保慶, 古久保慶, 市川昊平, 市川昊平, 伊達進, 伊達進, 下條真司, 下條真司

    情報処理学会研究報告(CD-ROM)   2009 ( 3 )   288 - 289   2009

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  • Socionetwork Strategies: A Study on Social Science Using Grid Computing Technologies

    Kohei Ichikawa

    The 5th Korea-Japan Grid Symposium 2008   127 - 133   2008.11

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  • Virtual Screening for Novel Phosphatase Inhibitors Using Grid Computing Reviewed

    Marshall J. Levesque, Kohei Ichikawa, Susumu Date, Shu Chien, Jason H. Haga

    2008 UC Systemwide Bioengineering Symposium   2008.6

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  • A Communication Relay Mechanism among virtual computers toward Construction of Virtual Cluster on Overlay Network

    楠元康之, 楠元康之, 伊達進, 伊達進, 市川昊平, 市川昊平, 下條真司, 下條真司

    電子情報通信学会技術研究報告   108 ( 180(CPSY2008 11-28) )   61 - 66   2008

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    The Grid allows us to integrate computational resources widely distributed on the Internet to a large-scale computational environment. However, it is still hard to execute applications such computational environment as flexibly as a single cluster system because of the heterogeneity of software components of computational resources composing the Grid and the difficulty of establishing bi-directional connection among computational resources. Motivated by these reasons, we have been working on the development of the technologies which provide users with user-optimal flexible computational environment by combining virtual machine technologies and overlay networking. In this paper, our envisaged virtual cluster is overviewed together with its technical issues. After that, the communication relay mechanism using overlay networking is detailed. We summarize the results of performance test performed on a virtual cluster using the developed communication relay mechanism.

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  • A communication relay mechanism toward virtual cluster computing on the grid Reviewed

    Yasuyuki Kusumoto, Susumu Date, Kohei Ichikawa, Shingo Takeda, Shinji Shimojo

    Proceedings - 2008 International Symposium on Applications and the Internet, SAINT 2008   273 - 276   2008

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    DOI: 10.1109/SAINT.2008.94

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  • Bringing flexibility to virtual screening for enzymatic inhibitors on the grid Reviewed

    Marshall J. Levesque, Kohei Ichikawa, Susumu Date, Jason H. Haga

    Proceedings - IEEE/ACM International Workshop on Grid Computing   201 - 208   2008

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    DOI: 10.1109/GRID.2008.4662800

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  • PRIUS: An educational framework on PRAGMA fostering globally-leading researchers in integrated sciences Reviewed

    Susumu Date, Shoji Miyanaga, Kohei Ichikawa, Shinji Shimojo, Haruo Takemura, Toru Fujiwara

    Proceedings - 4th IEEE International Conference on eScience, eScience 2008   576 - 581   2008

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    DOI: 10.1109/eScience.2008.84

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  • Virtual screening for SHP-2 specific inhibitors using Grid computing Reviewed

    Simon X. Han, Marshall J. Levesque, Kohei Ichikawa, Susumu Date, Jason H. Haga

    Proceedings - 4th IEEE International Conference on eScience, eScience 2008   555 - 562   2008

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    DOI: 10.1109/eScience.2008.40

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  • Identification of a specific inhibitor for the dual-specificity enzyme SSH-2 via docking experiments on the grid Reviewed

    Phillip D. Pham, Marshall J. Levesque, Kohei Ichikawa, Susumu Date, Jason H. Haga

    Proceedings - 4th IEEE International Conference on eScience, eScience 2008   547 - 554   2008

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    DOI: 10.1109/eScience.2008.39

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  • Opal - enabling the Web 2.0 paradigm for biomedical and metagenomics applications

    Sriram Krishnan, Wes Goodman, Luca Clementi, Zhaohui Ding, Kohei Ichikawa, Shinji Shimojo, Susumu Date, Philip, Papadopoulos, Larry Smarr, Paul Gilna, Peter Arzberger, Wilfred Li

    2007.9

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  • OPAL OP: AN EXTENSIBLE GRID-ENABLING WRAPPING TOOL FOR LEGACY APPLICATIONS Reviewed

    K. Ichikawa, S. Date, S. Krishnan, W. Li, K. Nakata, Y. Yonezawa, H. Nakamura, S. Shimojo

    GCA 2007: PROCEEDINGS OF THE 3RD INTERNATIONAL WORKSHOP ON GRID COMPUTING AND APPLICATIONS   117 - +   2007

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  • 大規模データ可視化用ミドルウェアSAGEにおける操作性の効率化

    桑原世輝, 桑原世輝, 市川昊平, 市川昊平, 伊達進, 伊達進, 下條真司, 下條真司

    情報処理学会シンポジウム論文集   2007 ( 5 )   2007

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  • An Application Control Interface for SAGE

    桑原世輝, 桑原世輝, 市川昊平, 市川昊平, 伊達進, 伊達進, 下條真司, 下條真司

    情報処理学会研究報告   2007 ( 83(OS-106) )   79 - 85   2007

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    SAGE has been gathering researchers' attention as a visualization technology that enables enormous scientific data in a high-resolution manner. This SAGE is the technology that displays enormous scientific data on a local high-resolution display device through the network streaming of the scientific data from a remote site. Today, this characteristic of SAGE is making the development of collaboration environment where researchers who perform their own scientific research through the sharing and visualization of scientific data active. In this paper, we first summarize and briefly explain these technical issues around SAGE and then clarify the research issues from now on. Subsequently, the interface problem related to window and application operations, which is one of such technical issues, is mentioned and its solution is shown in this paper.

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  • A built-in application control module for SAGE Reviewed

    Seiki Kuwabara, Kohei Ichikawa, Susumu Date, Shinji Shimojo

    IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings   117 - 120   2007

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    DOI: 10.1109/PACRIM.2007.4313191

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  • A framework for meta-scheduling WSRF-based services Reviewed

    Kohei Ichikawa, Susumu Date, Shinji Shimojo

    IEEE Pacific RIM Conference on Communications, Computers, and Signal Processing - Proceedings   481 - 484   2007

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    DOI: 10.1109/PACRIM.2007.4313278

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  • A WSRF Simulation System for Biomolecule by OPAL Oeration Provider

    市川昊平, 伊達進, KRISHNAN Sriram, LI Wilfred, 下條真司

    情報処理学会研究報告   2006 ( 87(HPC-107) )   1 - 6   2006

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    The development of High-performance computing technology has led to the advancement in computer simulation technology. In the arena of life science, experts have been attempting the combinational and integrated use of such computer simulation programs developed until today with a new perspective to the reveal of biological system. In this paper, we describe a simulation system for understanding biological system, characterized by the use of OPAL. The OPAL allows us to easily make the existent simulation programs a web service in a wrapping manner. Also, OPAL Operation Provider that allows the web service realized with OPAL to utilize Grid function is detailed. After that, we consider the usefulness of the system taking advantage of OPAL.

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  • Building cyberinfrastructure for bioinformatics using service oriented architecture Reviewed

    Wilfred W. Li, Sriram Krishnan, Kurt Mueller, Kohei Ichikawa, Susumu Date, Sargis Dallakyan, Michel Sanner, Chris Misleh, Zhaohui Ding, Xiaohui Wei, Osamu Tatebe, Peter W. Arzberger

    Sixth IEEE International Symposium on Cluster Computing and the Grid Workshops, 2006. CCGRID 06   39 - 39   2006

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    DOI: 10.1109/ccgrid.2006.1630932

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  • A framework supporting the development of a Grid portal for analysis based on ROI

    Kohei Ichikawa, S. Date, T. Kaishima, S. Shimojo

    Methods of Information in Medicine   44 ( 2 )   265 - 269   2005

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    DOI: 10.1055/s-0038-1633960

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  • A Distributed Function Environment for Simulation of Biomolecule

    ICHIKAWA Kohei, DATE Susumu, NAKATA Kazuto, YONEZAWA Yasushige, APOSTOLOV Rossen, NAKAMURA Haruki, SHIMOJO Shinji

    IPSJ SIG Notes   99 ( 81 )   49 - 54   2004.7

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    In these days, biological simulation has been recognized as combinations with simulations at various scales from microscopic to macroscopic, raising our expectation of paradigm shift at computational chemistry. We recognize simulations as programs that calculate on individual time steps repeatedly and then retrieve time continuous results. Thus, a model is proposed for a flow of a time step composed of analysis, monitoring, visualization and data management. We constructed distributed function environment for simulation on OGSA.

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  • Application of Grid architecture to hybrid QM/MM simulations on BioPfuga (Biosimulation Platform United on Grid Architecture)

    Yasushige Yonezawa, Kohei Ichikawa, Kazuto Nakata, Susumu Date, Ho Shirun, Takashi Kurosawa, Rossen Apostolov, Toshihiro Sakuma, Toshikazu Takada, Haruki Nakamura

    2004.5

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  • 優先度による実行順制御を考慮した脳機能解析ポータル

    市川昊平, 伊達進, 水野(松本)由子, 下條真司

    2003.9

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  • Brain Function Analysis System using Efficient Parallel Processing on Grid Environment

    KAISHIMA TAKESHI, ICHIKAWA KOHEI, KOSAKA TAKAHIRO, DATE SUSUMU, MIZUNO(MATSUMOTO) YUKO, SHIMOJO SHINJI

    IPSJ SIG Notes   95 ( 83 )   191 - 196   2003.8

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    A scheduling system that can efficiently complete the comoutation of a problem in the class of parallel and cooperative jobs is now demanded among scientists and researchers. However, many solutions for efficiently completing on the Grid mostly target a class of distributed jobs until today. In this paper, a scheduling system whose information-processing mechanism automatically considers dynamic status of computer resources and a flexible exoression based on users' policy are proposed. And its efficiency is demonstrated by using a brain function analysis application which belongs to class of parallel and coooerative jobs.

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  • Design and Implementation of an Analysis System for Brain Function with a Priority-based Job-Sequence Control Mechanism

    ICHIKAWA Kohei, DATE Susumu, MIZUNO(MATSUMOTO) Yuko, SHIMOJO Shinji

    IPSJ SIG Notes   94 ( 62 )   37 - 42   2003.6

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    Scientific data acquired from advanced measurement devices have increased in amount due to the recent development of measurement technologies. To efficiently analyze such data within a realistic time, the Grid is seen as an important computing platform for advancement of science. This paper discusses a Grid-enabled analysis system for brain function. The system enables medical doctors and scientists to analyze a large amount of data acquired from magnetoencephalography, a highly-sophisticated medical device with high efficiency. The feature of this system is in a job-sequence control mechanism based on user's region of interest for data. In this paper, we describe the design and implementation of the system and then evaluate the system qualitatively.

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  • A Grid-enabled Application of Brain Function Analysis. Reviewed

    Kohei Ichikawa, Susumu Date, Yuko Mizuno-Matsumoto, Shinji Shimojo

    2003.5

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  • Introduction to the Special Issue on Practical IT Education

    ITO Kei, ICHIKAWA Kohei, KUMENO Fumihiro, SAIKI Sachio, YOSHIDA Norihiro

    Computer Software   42 ( 2 )   2_2 - 2_2   2025.4

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  • A design and evaluations of a platform that examine, evaluate, and reflect a disaster-resistance and a disaster tolerance on a distributed system.

    Hiroki Kashiwazaki, Kazuma Nishiuchi, Yoshiaki Kitaguchi, Kohei ICHIKAWA, Tohru Kondou, Ikuo Nakagawa, Yutaka Kikuchi

    IPSJ SIG Technical Reports   2014 ( 2014 )   1 - 8   2014.11

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    ICT environment is requisite for our life and business. It is important to ensure toughness and robustness of ICT systems. To ensure toughness and robustness, there are several solution such as redundant configurations, SPoF (single point of failure) less wide-are distribution. Nowaday, we must design our system to endure beyond the scope of assumption of disaster caused by southeaster sea (Tounankai) earthquake. In this paper, authors design platform to evaluate disaster tolerance of ICT system by immitating existing disaster records. They hope this platform make the system to be touch and flexible by objective evidences for complex disorder caused by disaster.

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  • A design of a platform that examine, evaluate, and reflect a disaster-resistance and a disaster tolerance on a distributed system.

    柏崎礼生, 西内一馬, 北口善明, 市川昊平, 近堂徹, 中川郁夫, 中川郁夫, 菊地豊

    情報処理学会研究報告(Web)   2014 ( SPT-11 )   1 - 6   2014

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    ICT environment is requisite for our life and business. It is important to ensure toughness and robustness of ICT systems. To ensure toughness and robustness, there are several solution such as redundant configurations, SPoF (single point of failure) less wide-are distribution. Nowaday, we must design our system to endure beyond the scope of assumption of disaster caused by southeaster sea (Tounankai) earthquake. In this paper, authors design platform to evaluate disaster tolerance of ICT system by immitating existing disaster records. They hope this platform make the system to be touch and flexible by objective evidences for complex disorder caused by disaster.

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  • A Confidentiality Protection Mechanism for XML Data Element Leverating GSI and VOMS

    The 18th PRAGMA Workshop   2010

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  • A Virtual Cluster System Toward Using on Wide-area Network in the PRAGMA Grid Testbed

    The 18th PRAGMA Workshop   2010

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  • A Confidentiality Protection Mechanism for XML Data Element Leverating GSI and VOMS

    The 18th PRAGMA Workshop   2010

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  • A Virtual Cluster System Toward Using on Wide-area Network in the PRAGMA Grid Testbed

    The 18th PRAGMA Workshop   2010

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  • Grid web service using Opal operation provider

    Reiko Yamashita, Daron Standley, Kohei Ichikawa, Haruki Nakamura

    2006.10

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Presentations

  • Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants Invited

    Kundjanasith Thonglek, Kohei Ichikawa, Keichi Takahashi, Chawanat Nakasan, Kazufumi Yuasa, Tadatoshi Babasaki, Hajimu Iida

    The 5th IEICE-CS International Conference on Emerging Technologies for Communications (ICETC 2024) 

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Awards

  • IEICE Communications Society Best Paper Award

    2024.5   Toward Predictive Modeling of Solar Power Generation for Multiple Power Plants

    Kundjanasith THONGLEK, Kohei ICHIKAWA, Keichi TAKAHASHI, Chawanat NAKASAN, Kazufumi YUASA, Tadatoshi BABASAKI, Hajimu IIDA

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  • 2010年度人工知能学会研究会優秀賞

    2011  

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    Country:Japan

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Research Projects

  • エッジコンピューティング環境におけるGPUリソースの最適利用を目指したGPU共有基盤の開発と評価 International coauthorship

    2025.7 - 2026.3

    国立情報学研究所  公募型共同研究(第2回) 

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    Authorship:Principal investigator  Grant type:Competitive

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  • 自律的な機械学習モデル開発プロセスの確立と実行基盤に関する研究

    Grant number:25K15138  2025.4 - 2028.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)

    市川 昊平

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    Grant amount:\4550000 ( Direct Cost: \3500000 、 Indirect Cost:\1050000 )

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  • 広域分散SRv6プラットフォームにおけるマルチパス拡張の検討

    2022.4 - 2023.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • Research and development of a hierarchical multi-scale software analysis platform

    Grant number:21H03416  2021.4 - 2024.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid) 

    Grant amount:\13650000 ( Direct Cost: \10500000 、 Indirect Cost:\3150000 )

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  • A Study on Wide Area Virtual Network Testbed Utilizing Segment Routing Technologies

    Grant number:21K11913  2021.4 - 2024.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

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    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

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  • 広域分散SRv6プラットフォームによる新しいパケット制御手法の検討と評価

    2021.4 - 2022.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • SINET5を用いた広域分散サービスチェイニング基盤の検証

    2020.4 - 2021.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • 国際的なSDN研究開発基盤を活用したIoT/エッジコンピューティングに関する実証的評価と検証に関する研究

    2020.4 - 2021.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Principal investigator  Grant type:Competitive

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  • SINET5を用いた広域分散アプリケーションにおけるエッジコンピューティング基盤の検証

    2019.4 - 2020.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • 国際的なSDN研究開発基盤におけるNFVアプリケーションの実証的評価と検証に関する研究

    2019.4 - 2020.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Principal investigator  Grant type:Competitive

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  • A study on NFV Testbed for Wide-Area Virtual Computer Infrastructure

    Grant number:18K11326  2018.4 - 2021.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)

    Ichikawa Kohei

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    Grant amount:\4420000 ( Direct Cost: \3400000 、 Indirect Cost:\1020000 )

    With the development of virtual computing technology and virtual network technology based on SDN, the technology for constructing experimental infrastructures that dynamically secure a large number of computing resources provided by geographically distributed organizations using software control technology and share virtual computing resources is maturing. However, a technology for building testbeds that enables evaluation of NFV technology, which integrates virtual computers and virtual networks, in a wide-area environment has not yet been established. Therefore, in this study, we studied on the construction of an NFV testbed that enables empirical research on NFV on a wide-area distributed virtual computer infrastructure and the virtual networks that connect them. In addition, we widely developed and verified various technologies related to NFV.

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  • 国際的なSDN研究開発基盤における分散アプリケーションの評価・検証

    2018.4 - 2019.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Principal investigator  Grant type:Competitive

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  • SINET5を用いた広域分散アプリケーションの耐災害性・耐障害性環境の検証と拡張

    2017.4 - 2018.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • 国際的なSDN研究開発基盤の構築とその検証に関する研究

    2017.4 - 2018.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Principal investigator  Grant type:Competitive

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  • Fusion of path data and creation of research frontiers

    Grant number:16H02034  2016.4 - 2021.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (A)

    Yada Katsutoshi

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    Grant amount:\38090000 ( Direct Cost: \29300000 、 Indirect Cost:\8790000 )

    The objective of this study is to build a consumer behavior model that clarifies the causal relationship between customers' purchase process and purchase outcomes by integrating diverse shopping path data and various conventional data. In this proposal, we were able to collect valuable data through multiple experiments in actual stores and were able to build a theoretical framework and conduct empirical research using these data. As specific research topics, we proposed a framework for rigorously measuring the duration of sales promotion effectiveness based on in-store customer behavior. In addition, we were able to propose an original approach to deepening the understanding of customer purchasing behavior by estimating the psychological factors of in-store customers based on customer flow data.

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  • 透過的ファイルシステムを応用したグローバル学術データ基盤の研究

    2016.4 - 2017.3

    国立情報学研究所  公募型共同研究 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

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  • 分散システムの耐災害性・耐障害性の検証・評価・反映を行うプラットフォームとビジネスモデルの開発

    2015.8 - 2016.3

    総務省  戦略的情報通信研究開発推進事業(SCOPE)重点領域型研究開発(先進的通信アプリケーション開発型) 

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid)  Grant type:Competitive

    Grant amount:\46800000 ( Direct Cost: \36000000 、 Indirect Cost:\10800000 )

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  • A study on virtual network testbed for widely distributed computing environments

    Grant number:15K00170  2015.4 - 2019.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C)  Grant-in-Aid for Scientific Research (C)

    ICHIKAWA Kohei

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    Grant amount:\4550000 ( Direct Cost: \3500000 、 Indirect Cost:\1050000 )

    In this research, we aimed to construct an experimental programmable environment (testbed) for network by interconnecting multiple widely distributed SDN services. For the purpose, we have developed methods and conducted multiple experiments. We have built an environment connecting 10 organizations in 5 countries in total, and we have deployed AutoVFlow service that virtualizes the management of SDN environments over multiple different domains. We also evaluated the testbed through the evaluations of a high-speed data transfer system using multipath and an SDN network monitoring tool that deployed over the multiple different domains.

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  • 分散システムの耐災害性・耐障害性の検証・評価・反映を行うプラットフォームとビジネスモデルの開発

    2014.8 - 2015.3

    総務省  戦略的情報通信研究開発推進事業 (SCOPE) 

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    Authorship:Coinvestigator(s)  Grant type:Competitive

    Grant amount:\13000000 ( Direct Cost: \10000000 、 Indirect Cost:\3000000 )

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  • A study on throughput-aware virtual network for widely distributed virtual clusters

    Grant number:25730075  2013.4 - 2016.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B)  Grant-in-Aid for Young Scientists (B)

    Ichikawa Kohei

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    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

    This study has developed fundamental technologies and performed experiments using SDN to build a throughput-aware virtual network system which allows us to automatically deploy optimal virtual networks in terms of network bandwidth and latency. This study figured out that the proposed method improved the performance of network compared to the conventional method.

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  • 大規模分散コンピューティングのための高機能ネットワークプラットフォーム技術の研究開発

    2012 - 2015

    独立行政法人情報通信研究機構  委託付共同研究 

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  • A study on decentralized control multi-site virtual cluster systems in wide area environments

    Grant number:23700058  2011 - 2012

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B)  Grant-in-Aid for Young Scientists (B)

    ICHIKAWA Kohei

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    Grant amount:\4290000 ( Direct Cost: \3300000 、 Indirect Cost:\990000 )

    In this study, a decentralized control virtual cluster system is designed and implemented. In traditional cluster systems, a centralized control structure has been accepted. In such a centralized control cluster system, all information on the structure of the cluster system, user accounts, and job queues is stored only on a master node of the cluster. This kind of structure is not scalable and not appropriate for widely distributed computing systems. In the proposed architecture, all data related to a cluster system are stored on each compute node in a distributed manner.

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  • Experiment and Modeling of Consumer Behavior Analysis by Using Shopping Path Data

    Grant number:22243033  2010.4 - 2015.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A)  Grant-in-Aid for Scientific Research (A)

    YADA Katsutoshi, KAWAKAMI Tomoko, NAKAHARA Takanobu, ICHIKAWA Kouhei, NISHIOKA Kenichi, TAKAI Keiji

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    Grant amount:\32500000 ( Direct Cost: \25000000 、 Indirect Cost:\7500000 )

    The purpose of this research is to provide a model of consumer behavior which presents the relationship between consumer's in-store movement and purchasing behavior. We integrate customer's purchase history data with shopping path data which is consumer's in-store movement data in a retailer and then present various theoretical models such as customer's behavior model based on a string analysis, a time-series model of customer's movement and so on. Actually we implemented some marketing promotions in the real retailer based on our findings and achieved good sales performance. In conclusion we present a comprehensive framework of shopping path research based on these findings. We show significant implications for retail business and some theoretical contributions in marketing.

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  • A study on control structure for wide-are distributed virtual cluster using overlay network

    Grant number:22700052  2010 - 2011

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B)  Grant-in-Aid for Young Scientists (B)

    DATE Susumu, ICHIKAWA Kohei

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    Grant amount:\4030000 ( Direct Cost: \3100000 、 Indirect Cost:\930000 )

    This research has succeeded to prototype a virtual-cluster management system that dynamically aggregates multiple virtual machines. The virtual cluster management system is built with Rocks and N2N overlay network technology.

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