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A High-Performance High-Reliable Architecture for Better Energy Efficiency and Wear-out Toleration

Research Project

Project/Area Number 23700060
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Computer system/Network
Research InstitutionNara Institute of Science and Technology

Principal Investigator

YAO JUN  奈良先端科学技術大学院大学, 情報科学研究科, 准教授 (40567153)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2013: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsディペンダブルコンピューティング / 低消費電力 / 高性能 / 高信頼 / 国際情報交換 / 国際情報交流
Research Abstract

To tolerate the increasing electronic error, the traditional way in microprocessor is to use dual or triple modular redundancy for high-dependable execution, which does not show good energy efficiency. In this research, targeting at a low-power high-performance fault toleration, the following points have been carried out: 1. A fusion of temporal and spatial redundancy: 2. A non-TMR based scheme to locate the permanent failure; (3) Architectural method to aid NBTI effects. The results of this research have been published in 7 journal papers and 9 international conference papers with referee.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (60 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (13 results) (of which Peer Reviewed: 13 results) Presentation (37 results) Remarks (6 results) Patent(Industrial Property Rights) (4 results) (of which Overseas: 1 results)

  • [Journal Article] A Tightly Coupled General Purpose Reconfigurable Accelerator LAPP and Its Power States for HotSpot-Based Energy Reduction2014

    • Author(s)
      Jun Yao, Yasuhiko Nakashima, Naveen Devisetti, Kazuhiro Yoshimura, and Takashi Nakada
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: (To appear)

    • NAID

      130004841768

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Understanding Variations for Better Adjusting Parallel Supplenlental Redundant Executions to Tolerate Timing Faults2014

    • Author(s)
      Yukihiro Sasagawa, Jun Yao, Yasuhiko Nakashima
    • Journal Title

      IEICE Transactions on infornlation and systenls

      Volume: (To appear)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Two-Order Increase in Robustness of Partial Redundancy Under a Radiation Stress Test by Using SDC Prediction2014

    • Author(s)
      Tanvir Ahmed, Jun Yao, and Yasuhiko Nakashima
    • Journal Title

      IEEE Transactions on Nuclear Science (TNS)

      Volume: (To appear)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Two-Order Increase in Robustness of Partial Redundancy Under a Radiation Stress Test by Using SDC Prediction2014

    • Author(s)
      Tanvir Ahmed, Jun Yao, and Yasuhiko Nakashima
    • Journal Title

      IEEE Transactions on Nuclear Science

      Volume: 未定

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Selective Check of Data-Path for Effective Fault Tolerance2013

    • Author(s)
      Tanvir Ahmed, Jun Yao, Yuko Hara-Azumi, Shigeru Yamashita, Yasuhiko Nakashima
    • Journal Title

      IEICE transactions on Information and System

      Volume: Vo1.E96-D, No.8

    • NAID

      130003370941

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 演算器アレイにおける高信頼化命令写像手法2013

    • Author(s)
      大上俊, 銚駿, 中島康彦
    • Journal Title

      電子情報通信学会和文論文誌D

      Volume: Vol.J96-D, No.3 Pages: 472-483

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Selective Check of Data-Path for Effective Fault Tolerance2013

    • Author(s)
      Tanvir AHMED, Jun YAO, Yuko HARA-AZUMI, Shigeru YAMASHITA, and Yasuhiko NAKASHIMA
    • Journal Title

      IEICE Trans. on Information and Systems

      Volume: E96-D, No. 9 Pages: 1592-1601

    • NAID

      130003370941

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 演算器アレイにおける高信頼化命令写像手法2013

    • Author(s)
      大上俊, 姚駿, 中島康彦
    • Journal Title

      電子情報通信学会 和文論文誌D

      Volume: Vol. J96-D. No. 3

    • NAID

      110008583225

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] DARA : A Low-Cost Reliable Architecture Based on Unhardened Devices and its Case Study of Radlatlon Stress Test2012

    • Author(s)
      Jun Yao, Shogo Okada, Masaki Masuda, Kazutoshi Kobayashi, Yasuhiko Nakashima
    • Journal Title

      IEEE Transactions on Nuclear Science (TNS)

      Volume: Vol.59, Issue 6 Pages: 2852-2858

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] RazorProtector : Maintaining Razor DVS Efficiency inLarge IR-drop Zones by an Adaptive Redundant Data-Path2012

    • Author(s)
      Yukihiro Sasagawa, Jun Yao, Takashi Nakada, Yasuhiko Nakashima
    • Journal Title

      IEICE Transactions on Fundalnentals of Electronics, Communications and Computer Sciences

      Volume: Vol.E95-A, No.12 Pages: 2319-2329

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 線形演算器アレイ型アクセラレータを備えた高電力効率プロセッサの開発2012

    • Author(s)
      齊藤光俊, 下岡俊介, Devisetti Venkatarama Naveen, 大上俊, 吉村和浩, 姚駿, 中田尚, 中島康彦
    • Journal Title

      電子情報通信学会 和文論文誌D

      Volume: Vol. J95-D, No. 9

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] RazorProtector: Maintaining Razor DVS Efficiency in Large IR-Drop Zones by an Adaptive Redundant Data-Path2012

    • Author(s)
      Yukihiro Sasagawa, Jun Yao, Takashi Nakada, Yasuhiko Nakashima
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E95.A Issue: 12 Pages: 2319-2329

    • DOI

      10.1587/transfun.E95.A.2319

    • NAID

      10031161366

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] DARA: A Low-Cost Reliable Architecture Based on Unhardened Devices and its Case Study of Radiation Stress Test2012

    • Author(s)
      Jun Yao, Shogo Okada, Masaki Masuda, Kazutoshi Kobayashi, Yasuhiko Nakashima
    • Journal Title

      IEEE Transactions on Nuclear Science (TNS)

      Volume: Vol. 59, Issue 6 Issue: 6 Pages: 2852-2858

    • DOI

      10.1109/tns.2012.2223715

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] EReLA : a Low-Power Reliable Coarse-Grained Reconfigurable Architecture Processor and Its Irradiation Tests (Poster)2014

    • Author(s)
      Jun Yao, Mitsutoshi Saito, Shogo Okada, Kazutoshi Kobayashi, and Yasuhiko Nakashima
    • Organizer
      2014 IEEE Nuclear and Space Radiation Effects Conference (NSREC'14)
    • Place of Presentation
      Paris, France (To appear)
    • Related Report
      2013 Final Research Report
  • [Presentation] A Globally Asynchronous Locally Synchronous DMR Architecture for Aggressive Low-Power Fault Toleration2014

    • Author(s)
      Yuttakon Yuttakonkit, Jun Yao, and Yasuhiko Nakashima
    • Organizer
      Proceedings of 17th IEEE Symposium on Low-Power and High-Speed Chips (CoolChips XVII)
    • Place of Presentation
      Yokohama, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] A Flexibly Fault-Tolerant FU Array Processor and its Self-Tuning Scheme to Locate Pernlanently Defective Unit2014

    • Author(s)
      Jun Yao, Yasuhiko Nakashima, Mitsutoshi Saito, Yohei Hazama, and Ryosuke Yamanaka
    • Organizer
      Proceedings of 17th IEEE Symposium on Low-Power and High-Speed Chips (Coo1Chips XVII)
    • Place of Presentation
      Yokohama, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] メモリ分散型アレイアクセラレータのための命令生成手法の開発と評価2014

    • Author(s)
      楠田浩平, 姚駿, 中島康彦
    • Organizer
      第200回計算機アーキテクチャ研究会
    • Place of Presentation
      東京都東京市東京工業大学大岡山キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] 演算器アレイ型アクセラレータへのメモリインテンシブなアプリケーションの写像と性能評価2014

    • Author(s)
      林大地, 藤原知広, 姚駿, 中島康彦
    • Organizer
      第200回計算機アーキテクチャ研究会
    • Place of Presentation
      東京都東京市東京工業大学大岡山キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] An Asynchronous Commit DMR Architecture for Aggressive Low-Power Fault Toleration2014

    • Author(s)
      Yuttakon Yuttakonkit, Jun Yao, Yasuhiko Nakashima
    • Organizer
      第201回計算機アーキテクチャ研究会
    • Place of Presentation
      愛知県名古屋市名古屋大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Flexibly Fault-Tolerant FU Array Processor and its Self-Tuning Scheme to Locate Permanently Defective Unit2014

    • Author(s)
      Jun Yao, Yasuhiko Nakashima, Mitsutoshi Saito, Yohei Hazama, Ryosuke Yamanaka
    • Organizer
      IEEE Symposium on Low-Power and High-Speed Chips 2014
    • Place of Presentation
      Yokohama Media & Communications Center, Yokohama, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Globally Asynchronous Locally Synchronous DMR Architecture for Aggressive Low-Power Fault Toleration2014

    • Author(s)
      Yuttakon Yuttakonkit, Jun Yao, Yasuhiko Nakashima
    • Organizer
      IEEE Symposium on Low-Power and High-Speed Chips 2014
    • Place of Presentation
      Yokohama Media & Communications Center, Yokohama, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] EReLA: a Low-Power Reliable Coarse-Grained Reconfigurable Architecture Processor and Its Irradiation Tests2014

    • Author(s)
      Jun Yao, Mitsutoshi Saito, Shogo Okada, Kazutoshi Kobayashi, Yasuhiko Nakashima
    • Organizer
      IEEE Nuclear and Space Radiation Effects Conference 2014
    • Place of Presentation
      Marriott Rive Gauche, Paris, France
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Two-Order Increase in Robustness of Partial Redundancy under Radiation Stress Test by Using SDC Prediction2013

    • Author(s)
      Tanvir Ahmed, Jun Yao, Yasuhiko Nakashima
    • Organizer
      the 2013 Conference on Radiation Effects on Components and Systems (RADECS)
    • Place of Presentation
      Oxford, U.K.
    • Related Report
      2013 Final Research Report
  • [Presentation] HW/SW Approaches to Accelerate GRAPES in an FU Array2013

    • Author(s)
      Wei Wang, Jun Yao, Youhui Zhang, Wei Xue, Yasuhiko Nakashima, and Weimin Zheng
    • Organizer
      IEEE Symposium on Low-Power and High-Speed Chips 2013
    • Place of Presentation
      Yokohama Media & Communications Center, Yokohama, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] リング型アレイアクセラレータのマクロパイプライン化による性能見積もり2013

    • Author(s)
      藤原知広, 姚駿, 原祐子, 中島康彦
    • Organizer
      2013並列/分散/協調処理に関する 『北九州』サマー・ワークショップ
    • Place of Presentation
      福岡県北九州市北九州国際会議場
    • Related Report
      2013 Annual Research Report
  • [Presentation] メモリ分散型アレイアクセラレータの浮動小数点演算に関する性能考察2013

    • Author(s)
      林大地, 関賀, 原祐子, 姚駿,中島康彦
    • Organizer
      2013並列/分散/協調処理に関する 『北九州』サマー・ワークショップ
    • Place of Presentation
      福岡県北九州市北九州国際会議場
    • Related Report
      2013 Annual Research Report
  • [Presentation] リング型アレイアクセレータ向け演算ライブラリの実装と性能評価2013

    • Author(s)
      稲垣慶和, 原祐子, 姚駿,中島康彦
    • Organizer
      2013並列/分散/協調処理に関する 『北九州』サマー・ワークショップ
    • Place of Presentation
      福岡県北九州市北九州国際会議場
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Two-Order Increase in Robustness of Partial Redundancy Under Radiation Stress Test by Using SDC Prediction2013

    • Author(s)
      Tanvir AHMED, Jun YAO, and Yasuhiko NAKASHIMA
    • Organizer
      IEEE Conference on Radiation Effects on Components and Systems (RADECS)
    • Place of Presentation
      University of Oxford, Oxford, UK
    • Related Report
      2013 Annual Research Report
  • [Presentation] DARA : A Low-Cost Reliable Architecture Based on Unhardened Devices and its Case Study of Radlatlon Stress Test2012

    • Author(s)
      Jun Yao, Shogo Okada, Hajime Shimada, Kazutoshi Kobayashi, Yasuhiko Nakashima
    • Organizer
      2012 IEEE Nuclear and Space Radiation Effects Conference (NSREC'12)
    • Place of Presentation
      Miami, U.S.
    • Related Report
      2013 Final Research Report
  • [Presentation] Introducing OVP Awareness to Achieve an Efficient Permanent Defect Locating2012

    • Author(s)
      Tanvir Ahmed, Jun Yao, Yasuhiko Nakashima
    • Organizer
      2012 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH'12)
    • Place of Presentation
      Amsterdam, Netherlands
    • Related Report
      2013 Final Research Report
  • [Presentation] Achieving Effective Fault Tolerance in FU array by Adding AVF Awareness2012

    • Author(s)
      Tanvir Ahmed, Jun YAO, Yasuhiko NAKASHIMA
    • Organizer
      計算機アーキテクチャ研究会191
    • Place of Presentation
      長崎市
    • Related Report
      2011 Research-status Report
  • [Presentation] 多様なアクセスパターンに適応するアクセラレータ向けメモリアクセス機構2012

    • Author(s)
      王昊, 姚駿, 中島康彦
    • Organizer
      計算機アーキテクチャ研究会191
    • Place of Presentation
      長崎市
    • Related Report
      2011 Research-status Report
  • [Presentation] An Efficient and Reliable 1.5-way Processor by Fusion of Space and Time Redundancies2011

    • Author(s)
      Jun Yao, Ryoji Watanabe, Kazuhiro Yoshimura, Takashi Nakada, Hajime Shimada, Yasuhiko Nakashima
    • Organizer
      5th Workshop on Dependable and Secure Nanocomputing (WDSN'11)
    • Place of Presentation
      Hongkong(pp.69-74)
    • Year and Date
      2011-06-27
    • Related Report
      2013 Final Research Report
  • [Presentation] Improving DVS Efficiency by Tolerating IR-drops with an Adaptive Redundant Data-Path2011

    • Author(s)
      Yukihiro Sasagawa, Jun Yao, Takashi Nakada, Yasuhiko Nakashima
    • Organizer
      2nd Workshop on Resilient Architectures (WRA'11, in conjuction with MICRO-44)
    • Place of Presentation
      Porto Alegre, Brazil
    • Related Report
      2013 Final Research Report
  • [Presentation] An Efficient and Reliable 1.5-way Processor by Fusion of Space and Time Redundancies2011

    • Author(s)
      Jun YAO, Ryoji WATANABE, Kazuhiro YOSHIMURA, Takashi Nakada, Hajime Shimada, Yasuhiko Nakashima
    • Organizer
      5th Workshop on Dependable and Secure Nanocomputing (WDSN'11)
    • Place of Presentation
      Hong Kong, China
    • Related Report
      2011 Research-status Report
  • [Presentation] 演算器の適応的冗長化による高効率DVS 方式の提案2011

    • Author(s)
      笹川幸宏, 姚駿, 中田尚, 中島康彦
    • Organizer
      並列/分散/協調処理に関するサマー・ワークショップ2011
    • Place of Presentation
      鹿児島市
    • Related Report
      2011 Research-status Report
  • [Presentation] 演算器アレイにおける高信頼化命令写像手法2011

    • Author(s)
      大上俊, 吉村和浩, 姚駿, 中田尚, 中島康彦
    • Organizer
      並列/分散/協調処理に関するサマー・ワークショップ2011
    • Place of Presentation
      鹿児島市
    • Related Report
      2011 Research-status Report
  • [Presentation] 冗長/非冗長化FFによる耐ソフトエラー多重化プロセッサの性能評価2011

    • Author(s)
      岡田翔伍, 増田政基, 姚駿, 嶋田創, 小林和淑
    • Organizer
      デザインガイア2011
    • Place of Presentation
      宮崎市
    • Related Report
      2011 Research-status Report
  • [Presentation] 大規模演算器アクセラレータのための複数FPGA連結手法2011

    • Author(s)
      森高晃大, 下岡俊介, 吉村和浩, 姚駿, 中田尚, 中島康彦
    • Organizer
      デザインガイア2011
    • Place of Presentation
      宮崎市
    • Related Report
      2011 Research-status Report
  • [Presentation] 演算器アレイ型アクセラレータの実装とその分析2011

    • Author(s)
      齊藤光俊, 下岡俊介, 吉村和浩, 姚駿, 中田尚, 中島康彦
    • Organizer
      デザインガイア2011
    • Place of Presentation
      宮崎
    • Related Report
      2011 Research-status Report
  • [Presentation] 二重化を用いた演算器アレイにおける故障箇所特定手法2011

    • Author(s)
      狹間洋平, 姚駿, 中田尚, 中島康彦
    • Organizer
      デザインガイア2011
    • Place of Presentation
      宮崎市
    • Related Report
      2011 Research-status Report
  • [Presentation] Improving DVS Efficiency by Tolerating IR-drops with an Adaptive Redundant Data-Path2011

    • Author(s)
      Yukihiro SASAGAWA, Jun YAO, Takashi Nakada, Yasuhiko Nakashima
    • Organizer
      WRA 2011 : 2nd Workshop on Resilient Architectures (in conjuction with MICRO-2011)
    • Place of Presentation
      Porto Alegre, Brasil
    • Related Report
      2011 Research-status Report
  • [Presentation] A Minimal Roll-Back Based Recovery Scheme for Fault Toleration in Pipeline Processors2010

    • Author(s)
      Jun Yao, Ryoji Watanabe, Takashi Nakada, Hajime Shimada, Yasuhiko Nakashima, and Kazutoshi Kobayashi
    • Organizer
      Proceedings of The 16th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'10)
    • Place of Presentation
      Tokyo, Japan(pp.237-238)
    • Related Report
      2013 Final Research Report
  • [Presentation] DARA: A Low-Cost Reliable Architecture Based on Unhardened Devices and its Case Study of Radiation Stress Test

    • Author(s)
      Jun Yao, Shogo Okada, Hajime Shimada, Kazutoshi Kobayashi, Yasuhiko Nakashima
    • Organizer
      2012 IEEE Nuclear and Space Radiation Effects Conference (NSREC'12)
    • Place of Presentation
      Miami, U.S.
    • Related Report
      2012 Research-status Report
  • [Presentation] ntroducing OVP Awareness to Achieve an Efficient Permanent Defect Locating

    • Author(s)
      Tanvir Ahmed, Jun Yao, Yasuhiko Nakashim
    • Organizer
      012 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH'12)
    • Place of Presentation
      Amsterdam, Netherlands
    • Related Report
      2012 Research-status Report
  • [Presentation] 演算器アレイにおける冗長化オーバヘッドの少ない高信頼化手法の提案

    • Author(s)
      大谷友哉, Tanvir Ahmed, 姚駿, 中島康彦
    • Organizer
      2012年並列/分散/協調処理に関するサマー・ワークショップ(SWoPP2012)
    • Place of Presentation
      鳥取県鳥取市
    • Related Report
      2012 Research-status Report
  • [Presentation] セレクタ部に着目した演算器アレイ型アクセラレータの高信頼化手法

    • Author(s)
      山中 良祐 , 姚駿 , 中島 康彦
    • Organizer
      2012年並列/分散/協調処理に関するサマー・ワークショップ(SWoPP2012)
    • Place of Presentation
      鳥取県鳥取市
    • Related Report
      2012 Research-status Report
  • [Presentation] Achieving Near-Optimal Dependability with Minimal Hardware Costs in an FU Array Processor by Soft Error Rate Monitoring

    • Author(s)
      Tanvir Ahmed, Jun Yao, Yasuhiko Nakashima
    • Organizer
      2012年並列/分散/協調処理に関するサマー・ワークショップ(SWoPP2012)
    • Place of Presentation
      鳥取県鳥取市
    • Related Report
      2012 Research-status Report
  • [Presentation] リング接続を利用しデータ移動を最小限にするアクセラレータの提案

    • Author(s)
      関賀,姚駿,中島康彦
    • Organizer
      研究報告システムLSI設計技術
    • Place of Presentation
      神奈川県横浜市
    • Related Report
      2012 Research-status Report
  • [Presentation] GCCのvectorizerを利用した演算器アレイ向け命令変換手法

    • Author(s)
      王昊,姚駿,中島康彦
    • Organizer
      研究報告計算機アーキテクチャ
    • Place of Presentation
      東京都東京市
    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://arch.naist.jp/~yaojun

    • Related Report
      2013 Final Research Report
  • [Remarks] 中島研究室ホームページ

    • URL

      http://arch.naist.jp

    • Related Report
      2013 Annual Research Report
  • [Remarks] 研究責任者ホームページ

    • URL

      http://arch.naist.jp/~yaojun

    • Related Report
      2013 Annual Research Report
  • [Remarks] openDARA

    • URL

      http://arch.naist.jp/openDARA/

    • Related Report
      2012 Research-status Report
  • [Remarks]

    • URL

      http://arch.naist.jp/~yaojun/DARA

    • Related Report
      2011 Research-status Report
  • [Remarks] はオープンソースになった:

    • URL

      http://arch.naist.jp/openDARA/

    • Related Report
      2011 Research-status Report
  • [Patent(Industrial Property Rights)] データ供給装置及びデータ処理装置2013

    • Inventor(s)
      中島康彦,銚駿
    • Industrial Property Rights Holder
      中島康彦,挑駿
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-03-15
    • Related Report
      2013 Final Research Report
    • Overseas
  • [Patent(Industrial Property Rights)] データ供給装置及びデータ処理装置2013

    • Inventor(s)
      中島康彦,姚駿
    • Industrial Property Rights Holder
      中島康彦,姚駿
    • Industrial Property Rights Type
      特許
    • Filing Date
      2013-03-16
    • Related Report
      2012 Research-status Report
  • [Patent(Industrial Property Rights)] データ供給装置及びデータ処理装置2012

    • Inventor(s)
      中島康彦,銚駿
    • Industrial Property Rights Holder
      中島康彦,銚駿
    • Industrial Property Rights Type
      特許
    • Filing Date
      2012-03-16
    • Related Report
      2013 Final Research Report
  • [Patent(Industrial Property Rights)] データ供給装置及びデータ処理装置2012

    • Inventor(s)
      中島康彦, 姚駿
    • Industrial Property Rights Holder
      中島康彦, 姚駿
    • Filing Date
      2012
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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