Matsutani, Hiroki

写真a

Affiliation

Faculty of Science and Technology, Department of Information and Computer Science (Yagami)

Position

Associate Professor

Related Websites

Profile 【 Display / hide

  • Hiroki Matsutani received the BA, ME, and PhD degrees from Keio University in 2004, 2006, and 2008, respectively. From 2009 to 2010, he was a research fellow in the Graduate School of Information Science and Technology, The University of Tokyo, and awarded a Research Fellowship of the Japan Society for the Promotion of Science (JSPS) for Young Scientists (SPD). From 2011 to 2016, he was an assistant professor in the Department of Information and Computer Science, Keio University. He is currently an associate professor in the same department. His research interests include the areas of computer architecture, machine learning, and big data processing.

Career 【 Display / hide

  • 2006.04
    -
    2008.03

    Japan Society for the Promotion of Science, Research Fellow DC1

  • 2008.04
    -
    2009.03

    Japan Society for the Promotion of Science, Research Fellow PD

  • 2009.04
    -
    2011.03

    Japan Society for the Promotion of Science, Research Fellow SPD

  • 2009.04
    -
    2011.03

    The University of Tokyo, Graduate School of Information Science and Technology, Research Fellow

  • 2011.04
    -
    2017.03

    Keio University, Faculty of Science and Technology, Assistant Professor

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Academic Background 【 Display / hide

  • 2000.04
    -
    2004.03

    Keio University, Faculty of Environment and Information Studies, Department of Environment and Information Studies

    Japan, University, Graduated

  • 2004.04
    -
    2006.03

    Keio University, Graduate School of Science and Technology, School of Science for Open and Environmental Systems

    Japan, Graduate School, Completed, Master's course

  • 2006.04
    -
    2008.03

    Keio University, Graduate School of Science and Technology, School of Science for Open and Environmental Systems

    Japan, Graduate School, Completed, Doctoral course

Academic Degrees 【 Display / hide

  • B.A. degree in Environmental Information, Keio University, Coursework, 2004.03

  • M.E. degree in Engineering, Keio University, Coursework, 2006.03

  • Ph.D. degree in Engineering, Keio University, Coursework, 2008.03

 

Research Areas 【 Display / hide

  • Computer system

  • Information network

Research Keywords 【 Display / hide

  • Computer architecture

  • Machine learning

  • Computer network

  • Big data

Research Themes 【 Display / hide

  • On-device learning, 

    2017.04
    -
    Present

 

Books 【 Display / hide

  • 3D Integration for NoC-based SoC Architectures

    Hiroki Matsutani, Michihiro Koibuchi, Tadahiro Kuroda, Hideharu Amano, Springer, 2010.12

    Scope: Chapter 10: 3-D NoC on Inductive Wireless Interconnect

  • Low Power Networks-on-Chip

    Hiroki Matsutani, Michihiro Koibuchi, Hiroshi Nakamura, Hideharu Amano, Springer, 2010.10

    Scope: Chapter 2: Run-Time Power-Gating Techniques for Low-Power On-Chip Networks

  • Networks-on-Chips: Theory and Practice

    Michihiro Koibuchi, Hiroki Matsutani, CRC Press, 2009.03

    Scope: Chapter 3: Networks-on-Chip Protocols

Papers 【 Display / hide

  • Sparse 3-D NoCs with Inductive Coupling

    Michihiro Koibuchi, Lambert Leong, Tomohiro Totoki, Naoya Niwa, Hiroki Matsutani, Hideharu Amano, Henri Casanova

    Design Automation Conference (DAC'19)  2019.06

    Research paper (international conference proceedings), Joint Work, Accepted

  • Designing High-Performance Interconnection Networks with Host-Switch Graphs

    Ryota Yasudo, Michihiro Koibuchi, Koji Nakano, Hiroki Matsutani, Hideharu Amano

    IEEE Transactions on Parallel and Distributed Systems (TPDS) 30 ( 2 ) 315 - 330 2019.02

    Research paper (scientific journal), Joint Work, Accepted

  • MultiMQC: A Multilevel Message Queuing Cache Combining In-NIC and In-Kernel Memories

    Koya Mitsuzuka, Yuta Tokusashi, Hiroki Matsutani

    International Conference on Field Programmable Technology (FPT'18)  2018.12

    Research paper (international conference proceedings), Joint Work, Accepted

  • AxNoC: Low-power Approximate Network-on-Chips using Critical-Path Isolation

    Akram Ben Ahmed, Daichi Fujiki, Hiroki Matsutani, Michihiro Koibuchi, Hideharu Amano

    International Symposium on Networks-on-Chip (NOCS'18)    1 - 8 2018.10

    Research paper (international conference proceedings), Joint Work, Accepted

  • High-Performance with an In-GPU Graph Database Cache

    Shin Morishima, Hiroki Matsutani

    IEEE IT Professional 19 ( 6 ) 58 - 64 2017.12

    Research paper (scientific journal), Joint Work, Accepted

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Papers, etc., Registered in KOARA 【 Display / hide

Reviews, Commentaries, etc. 【 Display / hide

  • Recent Trends in Computing Infrastructure for Utilizing Big Data

    Hiroki Matsutani

    The Journal of IEICE 100 ( 8 ) 866 - 870 2017.08

    Introduction and explanation (scientific journal), Single Work

Presentations 【 Display / hide

  • An On-Device Learning Approach for Unsupervised Anomaly Detection

    Hiroki Matsutani

    International Forum on MPSoC for Software-defined Hardware (MPSoC'19), 2019.07, Oral Presentation(guest/special)

  • An On-Device Unsupervised Anomaly Detection Core and Its Applications

    Hiroki Matsutani

    LSI and System Workshop 2019, 2019.05, Oral Presentation(guest/special)

  • An Online Sequential Learning and Unsupervised Anomaly Detection and Its Applications

    Hiroki Matsutani

    IPSJ SIG-ARC meeting (Dec 2018), 2018.12, Oral Presentation(guest/special)

  • An Environmentally Adaptive Anomaly Detection Method for Edge Devices

    Hiroki Matsutani

    International Symposium on Computing and Networking (CANDAR'18) Workshop, 2018.11, Oral Presentation(guest/special)

  • An Environmentally Adaptive Anomaly Detection Using Edge Learning and Its Applications

    Hiroki Matsutani

    Design Solution Forum 2018, 2018.09, Oral Presentation(guest/special)

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Research Projects of Competitive Funds, etc. 【 Display / hide

  • An Edge Learning Infrastructure Supporting Realtime and All-Data Capabilities

    2017.10
    -
    2020.03

    Japan Science and Technology Agency, -, Hiroki Matsutani, Commissioned research, Principal Investigator

  • A Reconfigurable Database Platform for Integrating Various Structured Storages

    2013.10
    -
    2017.03

    Japan Science and Technology Agency, Precursory Research for Embryonic Science and Technology, Hiroki Matsutani, Commissioned research, Principal Investigator

  • Optimization on Wireless 3D Network-on-Chips

    2011.10
    -
    2013.03

    Japan Society for the Promotion of Science, Grant-in-Aid for Scientific Research, Hiroki Matsutani, Research grant, Principal Investigator

Awards 【 Display / hide

  • IPSJ Microsoft Informatics Research Award

    Hiroki Matsutani, 2018.03

    Type of Award: Awards of National Conference, Council and Symposium

  • ACM Recognition of Service Award

    Hiroki Matsutani, 2018.01

    Type of Award: International Academic Awards

  • IEICE ISS Volunteer Review Service Award

    Hiroki Matsutani, 2017.06

    Type of Award: Awards of National Conference, Council and Symposium

  • Best Paper Award, International Symposium on Computing and Networking (CANDAR'16)

    Ryuta Kawano, Hiroshi Nakahara, Ikki Fujiwara, Hiroki Matsutani, Michihiro Koibuchi, Hideharu Amano, 2016.11, LOREN: A Scalable Routing Method for Layout-conscious Random Topologies

    Type of Award: International Academic Awards

  • IPSJ Specially Selected Paper

    Ami Hayashi, Yuta Tokusashi, Hiroki Matsutani, 2016.08, A Nonparametric Online Outlier Detector for FPGA NICs

    Type of Award: Awards of National Conference, Council and Symposium

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Courses Taught 【 Display / hide

  • VLSI DESIGN EXERCISES

    2021

  • RECITATION IN INFORMATION AND COMPUTER SCIENCE

    2021

  • LABORATORIES IN INFORMATION AND COMPUTER SCIENCE 2

    2021

  • INDEPENDENT STUDY ON SCIENCE FOR OPEN AND ENVIRONMENTAL SYSTEMS

    2021

  • GRADUATE RESEARCH ON SCIENCE FOR OPEN AND ENVIRONMENTAL SYSTEMS 2

    2021

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Courses Previously Taught 【 Display / hide

  • Basic of Computer

    Keio University, 2018, Spring Semester, Major subject, Lecture, Within own faculty, 1h

  • Advanced Course on Distributed Systems

    Keio University, 2018, Autumn Semester, Major subject, Lecture, Within own faculty, 1h

  • VLSI Design Exercises

    Keio University, 2018, Spring Semester, Major subject, Seminar, Within own faculty, 1h

  • Laboratories in Information and Computer Science 2

    Keio University, 2018, Autumn Semester, Major subject, Laboratory work/practical work/exercise, Lecturer outside of Keio, 4h

  • Computer Algorithm II

    Keio University, 2018, Spring Semester, Major subject, Lecture, Within own faculty, 1h

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Educational Activities and Special Notes 【 Display / hide

  • Digital VLSI Design using Open Cell Library, IEICE Society Conference 2014, Tutorial

    2014.09

    , Lecture at Education Method and Practice

 

Memberships in Academic Societies 【 Display / hide

  • IEEE

     
  • Institute of Electronics, Information and Communication Engineers

     
  • Information Processing Society of Japan

     

Committee Experiences 【 Display / hide

  • 2019.08
    -
    Present

    Technical program committee, International Conference on Parallel Processing (ICPP)

  • 2019.07

    Organizing committee (Local organization chair), International Forum on MPSoC for Software-defined Hardware (MPSoC)

  • 2018.10

    ACM Student Research Competition selection committee, International Symposium on Microarchitecture (MICRO)

  • 2018.04
    -
    Present

    Organizing committee (Secretary), IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips)

  • 2018.02

    Guest editor, IEICE Transactions on Information and Systems, Special Section on Reconfigurable Systems

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