Peng Chen 陳鵬

Researcher Number	30890199
Other IDs	https://orcid.org/0000-0003-1244-3151
Affiliation (Current)	2024: 国立研究開発法人理化学研究所, 計算科学研究センター, 上級研究員
Affiliation (based on the past Project Information) *help	2021 – 2023: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員
Review Section/Research Field	Principal Investigator Basic Section 60090:High performance computing-related
Keywords	Principal Investigator Image Processing / HPC / Ptychography / FPGA / GPU / CPU / Filtered Back-projection / Image Reconstruction / MPI / Computed Tomography … More / Image reconstruction / Supercomputer / Tensor Core / GPGPU Less

Research Projects
(1 results)
Research Products
(32 results)

Large-scale Tomography ComputationPrincipal Investigator
- Principal Investigator
  
  陳鵬
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60090:High performance computing-related
- Research Institution
  National Institute of Advanced Industrial Science and Technology

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Evolutionary Architecture Search for Generative Adversarial Networks Based On Weight Sharing2024
- Author(s)
  Xue Yu、Tong Weinan、Neri Ferrante、Chen Peng、Luo Tao、Zhen Liangli、Wang Xiao
- Journal Title
  
  IEEE Transactions on Evolutionary Computation
  
  Volume: 1 Issue: 3 Pages: 1-1
- DOI
  10.1109/tevc.2023.3338371
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Breaking the Memory Bottleneck for Iterative Memory-bound Applications Via Persistent Kernels2023
- Author(s)
  Lingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
- Journal Title
  
  第188回ハイパフォーマンスコンピューティング研究発表会
  
  Volume: 8 Pages: 1-8
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Revisiting Temporal Blocking Stencil Optimizations2023
- Author(s)
  Zhang Lingqi、Wahib Mohamed、Chen Peng、Meng Jintao、Wang Xiao、Endo Toshio、Matsuoka Satoshi
- Journal Title
  
  ICS '23: Proceedings of the 37th International Conference on Supercomputing
  
  Volume: 1 Pages: 2767-2782
- DOI
  10.1145/3577193.3593716
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750, KAKENHI-PROJECT-23K24856
[Journal Article] At the locus of performance: a case study in enhancing CPUs with copious 3D-stacked cache2023
- Author(s)
  Jens Domke, Emil Vatai, Balazs Gerofi, Yuetsu Kodama、Mohamed Wahib, Artur Podobas, Sparsh Mittal, Miquel Perics, Lingqi Zhang, Peng Chen, Aleksandr Drozd, Satoshi Matsuoka
- Journal Title
  
  ACM Transactions on Architecture and Code Optimization (TACO)
  
  Volume: 1 Pages: 2767-2782
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Simeuro: A Hybrid CPU-GPU Parallel Simulator for Neuromorphic Computing Chips2023
- Author(s)
  Zhang Huaipeng、Ho Nhut-Minh、Polat Dogukan Yigit、Chen Peng、Wahib Mohamed、Nguyen Truong Thao、Meng Jintao、Goh Rick Siow Mong、Matsuoka Satoshi、Luo Tao、Wong Weng-Fai
- Journal Title
  
  IEEE Transactions on Parallel and Distributed Systems
  
  Volume: 34 Issue: 10 Pages: 2767-2782
- DOI
  10.1109/tpds.2023.3291795
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] PERKS: a Locality-Optimized Execution Model for Iterative Memory-bound GPU Applications2023
- Author(s)
  Zhang Lingqi、Wahib Mohamed、Chen Peng、Meng Jintao、Wang Xiao、Endo Toshio、Matsuoka Satoshi
- Journal Title
  
  ICS '23: Proceedings of the 37th International Conference on Supercomputing
  
  Volume: 1 Pages: 2767-2782
- DOI
  10.1145/3577193.3593705
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750, KAKENHI-PROJECT-23K24856
[Journal Article] Exploiting Scratchpad Memory for Deep Temporal Blocking2023
- Author(s)
  Lingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
- Journal Title
  
  GPGPU 2023 workshop
  
  Volume: 8 Pages: 1-2
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] FPGAを用いたCT画像のバックプロジェクション処理の高速化に向けて2023
- Author(s)
  真野淳平, 宮島敬明, 陳鵬, Mohamed Wahib, 佐野健太郎
- Journal Title
  
  第201回システムとLSIの設計技術研究発表会
  
  Volume: 2023-SLDM-201 Pages: 1-2
- Open Access
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction2022
- Author(s)
  Xiao Wang, Aristeidis Tsaris, Debangshu Mukherjee, Mohamed Wahib, Peng Chen, Mark Oxley, Olga Ovchinnikova, Jacob Hinkle
- Journal Title
  
  Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'22)
  
  Volume: 8 Pages: 1-13
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Boosting the predictive performance with aqueous solubility dataset curation2022
- Author(s)
  Meng Jintao、Chen Peng、Wahib Mohamed、Yang Mingjun、Zheng Liangzhen、Wei Yanjie、Feng Shengzhong、Liu Wei
- Journal Title
  
  Scientific Data
  
  Volume: 9 Issue: 1
- DOI
  10.1038/s41597-022-01154-3
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Automatic Generation of High-Performance Convolution Kernels on ARM CPUs for Deep Learning2022
- Author(s)
  Meng Jintao、Zhuang Chen、Chen Peng、Wahib Mohamed、Schmidt Bertil、Wang Xiao、Lan Haidong、Wu Dou、Deng Minwen、Wei Yanjie、Feng Shenzhong
- Journal Title
  
  IEEE Transactions on Parallel and Distributed Systems
  
  Volume: - Issue: 11 Pages: 1-15
- DOI
  10.1109/tpds.2022.3146257
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Scalable FBP decomposition for cone-beam CT reconstruction2021
- Author(s)
  Chen Peng、Wahib Mohamed、Wang Xiao、Hirofuchi Takahiro、Ogawa Hirotaka、Biguri Ander、Boardman Richard、Blumensath Thomas、Matsuoka Satoshi
- Journal Title
  
  SC '21: Proceedings of the International Conference for High Performance Computing, Networking, Storage and AnalysisNovember 2021
  
  Volume: - Pages: 1-16
- DOI
  10.1145/3458817.3476139
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Matrix Engines for High Performance Computing: A Paragon of Performance or Grasping at Straws?2021
- Author(s)
  Domke Jens、Vatai Emil、Drozd Aleksandr、Chen Peng、Oyama Yosuke、Zhang Lingqi、Salaria Shweta、Mukunoki Daichi、Podobas Artur、Wahib Mohamed、Matsuoka Satoshi
- Journal Title
  
  2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)
  
  Volume: - Pages: 1056-1065
- DOI
  10.1109/ipdps49936.2021.00114
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] 特集映像情報処理のための高性能計算基盤2021
- Author(s)
  Chen Peng、Mohamed Wahib, Yusuke Tanimura, Hirotaka Ogawa, Satoshi Matsuoka
- Journal Title
  
  映像情報メディア学会誌
  
  Volume: 75 (5) Pages: 597-602
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Journal Article] Performance portable back-projection algorithms on CPUs2021
- Author(s)
  Chen Peng、Wahib Mohamed、Wang Xiao、Takizawa Shinichiro、Hirofuchi Takahiro、Ogawa Hirotaka、Matsuoka Satoshi
- Journal Title
  
  ICS '21: Proceedings of the ACM International Conference on SupercomputingJune 2021
  
  Volume: - Pages: 1-1
- DOI
  10.1145/3447818.3460353
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] High-performance Data Loader for Large-scale Data Processing2024
- Author(s)
  Edgar Josafat Martinez-Noriega, Peng Chen
- Organizer
  Electronic Imaging 2024
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Optimizing Matrix Multiplication on Arm Architectures2024
- Author(s)
  Du Wu, Peng Chen, Toshio Endo, Satoshi Matsuoka, Mohamed Wahib
- Organizer
  The 6th R-CCS International Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Efficient Distributed Sequence Parallelism for Transformer-based Image Segmentation2024
- Author(s)
  Isaac Lyngaas, Murali Gopalakrishnan Meena, Evan Calabrese, Mohamed Wahib, Peng Chen, Jun Igarashi, Xiao Wang
- Organizer
  Electronic Imaging 2024
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] High Throughput 3D Image Reconstruction with GPUDirect and Tensor Core2024
- Author(s)
  Wu Du, Peng Chen, Miyajima Takaaki, Endo Toshio, Matsuoka, Satoshi, Wahib Mohamed
- Organizer
  IPSJ HPC-193
- Invited
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Efficient Edge-Cloud Computing and Communication Platform2024
- Author(s)
  Peng Chen, Yiyu Tan, Du Wu, Mohamed Wahib, Yusuke Tanimura
- Organizer
  The 6th R-CCS International Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Back-Projection Optimization: The Key to Tomographic Imaging2024
- Author(s)
  Peng Chen
- Organizer
  Electronic Imaging 2024
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] General and Scalable Framework for GCN Training on CPU-powered Supercomputers2024
- Author(s)
  Chen Zhuang, Peng Chen, Xin Liu, Toshio Endo, Mohamed Wahib
- Organizer
  The 6th R-CCS International Symposium
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] High-performance image reconstruction on GPU-accelerated supercomputers2023
- Author(s)
  Peng Chen
- Organizer
  Electronic Imaging 2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Breaking the Memory Bottleneck for Iterative Memory-bound Applications Via Persistent Kernels2023
- Author(s)
  Lingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
- Organizer
  第188回ハイパフォーマンスコンピューティング研究発表会
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Optimizing Matrix Multiplication on Arm Architectures2023
- Author(s)
  Wu Du, Peng Chen, Endo Toshio, Matsuoka Satoshi, Wahib Mohamed
- Organizer
  IPSJ HPC-192
- Invited
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Exploiting Scratchpad Memory for Deep Temporal Blocking2023
- Author(s)
  Lingqi Zhang, Mohamed Wahib, Peng Chen, Jintao Meng, Xiao Wang, Toshio Endo, Satoshi Matsuoka
- Organizer
  GPGPU 2023 workshop
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] High-performance Temporal Blocking Stencils at Low GPU Occupancy2023
- Author(s)
  Lingqi Zhang, Mohamed Wahib, Peng Chen, Yusuke Tanimura, Toshio Endo, Satoshi Matsuoka
- Organizer
  SWOPP2023
- Invited
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Scalable Training of Graph Convolutional Networks on Supercomputers2023
- Author(s)
  Chen Zhuang, Peng Chen, Xin Liu, Satoshi Matsuoka, Toshio Endo, Mohamed Wahib
- Organizer
  SWOPP2023
- Invited
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction2022
- Author(s)
  Xiao Wang, Aristeidis Tsaris, Debangshu Mukherjee, Mohamed Wahib, Peng Chen, Mark Oxley, Olga Ovchinnikova, Jacob Hinkle
- Organizer
  Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC'22)
- Invited
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] FPGAを用いたCT画像のバックプロジェクション処理の高速化に向けて2022
- Author(s)
  真野淳平, 宮島敬明, 陳鵬, Mohamed Wahib, 佐野健太郎
- Organizer
  第201回システムとLSIの設計技術研究発表会
- Invited
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Scalable FBP decomposition for cone-beam CT reconstruction2021
- Author(s)
  Chen Peng、Wahib Mohamed、Wang Xiao、Hirofuchi Takahiro、Ogawa Hirotaka、Biguri Ander、Boardman Richard、Blumensath Thomas、Matsuoka Satoshi
- Organizer
  SC '21: Proceedings of the International Conference for High Performance Computing, Networking, Storage and AnalysisNovember 2021
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750
[Presentation] Performance portable back-projection algorithms on CPUs2021
- Author(s)
  Chen Peng、Wahib Mohamed、Wang Xiao、Takizawa Shinichiro、Hirofuchi Takahiro、Ogawa Hirotaka、Matsuoka Satoshi
- Organizer
  ICS '21: Proceedings of the ACM International Conference on SupercomputingJune 2021
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17750

Peng Chen 陳 鵬

Research Projects

Research Products

Large-scale Tomography ComputationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Evolutionary Architecture Search for Generative Adversarial Networks Based On Weight Sharing2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Breaking the Memory Bottleneck for Iterative Memory-bound Applications Via Persistent Kernels2023

Author(s)

Journal Title

Data Source

[Journal Article] Revisiting Temporal Blocking Stencil Optimizations2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] At the locus of performance: a case study in enhancing CPUs with copious 3D-stacked cache2023

Author(s)

Journal Title

Data Source

[Journal Article] Simeuro: A Hybrid CPU-GPU Parallel Simulator for Neuromorphic Computing Chips2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] PERKS: a Locality-Optimized Execution Model for Iterative Memory-bound GPU Applications2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Exploiting Scratchpad Memory for Deep Temporal Blocking2023

Author(s)

Journal Title

Data Source

[Journal Article] FPGAを用いたCT画像のバックプロジェクション処理の高速化に向けて2023

Author(s)

Journal Title

Data Source

[Journal Article] Image Gradient Decomposition for Parallel and Memory-Efficient Ptychographic Reconstruction2022

Author(s)

Journal Title

Data Source

[Journal Article] Boosting the predictive performance with aqueous solubility dataset curation2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Automatic Generation of High-Performance Convolution Kernels on ARM CPUs for Deep Learning2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Scalable FBP decomposition for cone-beam CT reconstruction2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Matrix Engines for High Performance Computing: A Paragon of Performance or Grasping at Straws?2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 特集 映像情報処理のための高性能計算基盤2021

Author(s)

Journal Title

Data Source

[Journal Article] Performance portable back-projection algorithms on CPUs2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] High-performance Data Loader for Large-scale Data Processing2024

Author(s)

Peng Chen 陳鵬

[Journal Article] 特集映像情報処理のための高性能計算基盤2021