• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

GEROFI BALAZS  ゲローフィ バリ

ORCIDConnect your ORCID iD *help
Researcher Number 70633501
Affiliation (based on the past Project Information) *help 2019 – 2022: 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
Review Section/Research Field
Principal Investigator
Basic Section 60090:High performance computing-related
Keywords
Principal Investigator
HPC / Machine learning / Memory management / transformer attention / long-short term memory / reinforcement learning / machine learning / non-uniform memory / architectural simulator / gem5 … More / heterogeneous memory / Memory access tracking / Distributed learning / I/O of deep learning / Neural network training / Distributed ML / Runtime approximation / Memory access tracing Less
  • Research Projects

    (1 results)
  • Research Products

    (6 results)
  •  Machine learning driven system level heterogeneous memory management for high-performance computingPrincipal Investigator

    • Principal Investigator
      GEROFI BALAZS
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60090:High performance computing-related
    • Research Institution
      Institute of Physical and Chemical Research

All 2022 2021 2020 2019

All Journal Article Presentation

  • [Journal Article] Why Globally Re-shuffle? An I/O Perspective on Data Shuffling in Large Scale Deep Learning2021

    • Author(s)
      TruongThao Nguyen, Balazs Gerofi, Liao Jianwei, Francois Trahay, Mohamed Wahib
    • Journal Title

      International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) [submitted]

      Volume: 1 Pages: 10-10

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11993
  • [Presentation] Why Globally Re-shuffle? Revisiting Data Shuffling in Large Scale Deep Learning2022

    • Author(s)
      Truong Thao Nguyen, Francois Trahay, Jens Domke, Aleksandr Drozd, Emil Vatai, Jianwei Liao, Mohamed Wahib, Balazs Gerofi
    • Organizer
      36th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11993
  • [Presentation] Rapid Execution Time Estimation for Heterogeneous Memory Systems through Differential Tracing2022

    • Author(s)
      Nicolas Denoyelle, Swann Perarnau, Kamil Iskra, Balazs Gerofi
    • Organizer
      International Conference on High Performance Computing (ISC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11993
  • [Presentation] Directions for Operating Systems Research2021

    • Author(s)
      Balazs Gerofi
    • Organizer
      DOE ASCR OS Research Roundtable'21
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11993
  • [Presentation] 2020 SIAM Conference on Parallel Processing for Scientific Computing2020

    • Author(s)
      Balazs Gerofi
    • Organizer
      Operating System Support for Intelligent Management of Heterogeneous Memor
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11993
  • [Presentation] Towards Intelligent Management of Heterogeneous Memory: A Reinforcement Learning Approach2019

    • Author(s)
      Balazs Gerofi
    • Organizer
      Fifth Workshop on Programming Abstractions for Data Locality (PADAL'19)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K11993

URL: 

Are you sure that you want to link your ORCID iD to your KAKEN Researcher profile?
* This action can be performed only by the researcher himself/herself who is listed on the KAKEN Researcher’s page. Are you sure that this KAKEN Researcher’s page is your page?

この研究者とORCID iDの連携を行いますか?
※ この処理は、研究者本人だけが実行できます。

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi