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다중 GPU를 사용하는 이기종 컴퓨팅 시스템을 위한 모니터링 도구 개발

Development of a Monitoring Tool for Heterogeneous Computing System with Multiple GPUs

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  • URLhttps://db.koreascholar.com/Article/Detail/417567
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한국산업경영시스템학회 (Society of Korea Industrial and Systems Engineering)
초록

Recently, supercomputers have entered the era of exascale beyond petascale. Overcoming the exascale barrier, which is the biggest problem with a large number of computing nodes and energy efficiency, was possible by using GPUs for computation in artificial intelligence, machine learning, and various high-performance computations. As evidenced by this, seven out of the ten world’s highest performing supercomputers are heterogeneous computing systems using GPUs. Accordingly, we developed a tool that can easily and conveniently monitor multiple vendors GPUs to support heterogeneous computing systems that are widely used in artificial intelligence and high-performance computations.

저자
  • 박근철(한국과학기술정보연구원) | Geunchul Park (Korea Institute of Science and Technology Information)
  • 구기범(한국과학기술정보연구원) | Gibeom Gu (Korea Institute of Science and Technology Information)