People.JYYU History

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March 19, 2024, at 08:25 AM by 115.145.179.160 -
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  • 기계학습 추론을 위한 GPU 클럭 조절 방법 및 장치(GPU clock control method and device for machine learning), Korea Patent(Registerd), 10-2516412
  • METHOD AND APPARATUS FOR CONFIGURING CLUSTER FOR MACHINE LEARNING SERVICE(기계학습 서비스를 위한 클러스터 구성 방법 및 장치), Korea Patent(Applied), 10-2022-0033494
to:
  • 기계학습 추론을 위한 GPU 클럭 조절 방법 및 장치(GPU clock control method and device for machine learning), Korea Patent(Registered), 10-2516412
  • METHOD AND APPARATUS FOR CONFIGURING CLUSTER FOR MACHINE LEARNING SERVICE(기계학습 서비스를 위한 클러스터 구성 방법 및 장치), US Patent(Applied), 10-2022-0033494
March 19, 2024, at 08:24 AM by 115.145.179.160 -
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Dept. of ECE, School of ICE, Sunkyunkwan Univ.

to:

Dept. of Software, Sunkyunkwan University

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  • Ph.D. in Dept. of Software, Sunkyunkwan Univ. 2022~
  • M.S. in Dept. of ECE, School of ICE, Sunkyunkwan Univ. 2022
  • B.S. in Dept. of Computer Science and Engineering, College of Software, Sunkyunkwan Univ. 2017
to:
  • Ph.D. in Dept. of Software, Sunkyunkwan University 2022~
  • M.S. in Dept. of ECE, School of ICE, Sunkyunkwan University 2022
  • B.S. in Dept. of Computer Science and Engineering, College of Software, Sunkyunkwan University 2017
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  1. ML 추론 서비스의 성능 향상을 위한 최적 배치 크기 결정 기법, 한국컴퓨터종합학술대회(KCC), 김연재, 유준열', 서의성, 2023
to:
  1. ML 추론 서비스의 성능 향상을 위한 최적 배치 크기 결정 기법, 한국컴퓨터종합학술대회(KCC), 김연재, 유준열, 서의성, 2023
March 14, 2024, at 01:02 AM by 115.145.179.160 -
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E-mail: junyeol.yu at skku.edu

to:

E-mail: junyeol.yu at skku.edu \\

January 15, 2024, at 07:58 AM by 115.145.179.160 -
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Junyeol Yu

Ph.D. Student

Computer Systems Lab.

to:

Junyeol Yu (유준열)

Ph.D. Student
Computer Systems Lab.\\

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Education

• Ph.D. in Dept. of Software, Sunkyunkwan Univ. 2022~

• M.S. in Dept. of ECE, School of ICE, Sunkyunkwan Univ. 2022

• B.S. in Dept. of Computer Science and Engineering, College of Software, Sunkyunkwan Univ. 2017

Research Area

International Conferences and Workshops

1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Junyeol Yu, Jongseok Kim, and Euiseong Seo, 2023

2. Efficient Adaptive Batching of DNN Inference Services for Improved Latency, International Conference on Information Networking (ICOIN), Osama Khan, Junyeol Yu, Yeonjae Kim, and Euiseong Seo, 2024

Domestic Journals

1. 분산학습 클러스터의 동적 스케일링 중 발생하는 학습 중단 원인 분석과 이의 완화 기법, 정보과학회논문지 시스템 및 이론, 제50권, 제7호, 임영훈, 유준열, 서의성, 2023

2. FaaS 플랫폼에서 콜드 스타트 감소를 위한 강화학습 기반 적응적 컨테이너 스케줄링 대기 기법, 정보과학회논문지 시스템 및 이론, 강성호, 유준열, 서의성, 2024

to:

Education

  • Ph.D. in Dept. of Software, Sunkyunkwan Univ. 2022~
  • M.S. in Dept. of ECE, School of ICE, Sunkyunkwan Univ. 2022
  • B.S. in Dept. of Computer Science and Engineering, College of Software, Sunkyunkwan Univ. 2017

Research Area

  • Energy-Aware Computing
  • Inference Serving Systems
  • Cloud Computing

Publications

International Conferences

  1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Junyeol Yu, Jongseok Kim, and Euiseong Seo, 2023
  2. Efficient Adaptive Batching of DNN Inference Services for Improved Latency, International Conference on Information Networking (ICOIN), Osama Khan, Junyeol Yu, Yeonjae Kim, and Euiseong Seo, 2024

Domestic Journals

  1. 분산학습 클러스터의 동적 스케일링 중 발생하는 학습 중단 원인 분석과 이의 완화 기법, 정보과학회논문지 시스템 및 이론, 제50권, 제7호, 임영훈, 유준열, 서의성, 2023
  2. FaaS 플랫폼에서 콜드 스타트 감소를 위한 강화학습 기반 적응적 컨테이너 스케줄링 대기 기법, 정보과학회논문지 시스템 및 이론, 강성호, 유준열, 서의성, 2024

Domestic Conferences

  1. ML 추론 서비스의 성능 향상을 위한 최적 배치 크기 결정 기법, 한국컴퓨터종합학술대회(KCC), 김연재, 유준열', 서의성, 2023
  2. 분산 학습 클러스터를 위한 노드 자원 사용 모니터링 및 탄력적 클러스터 스케일링 제어 통합 프레임워크, 한국소프트웨어종합학술대회(KSC), 전영훈, 유준열, 서의성

Patents

  • 기계학습 추론을 위한 GPU 클럭 조절 방법 및 장치(GPU clock control method and device for machine learning), Korea Patent(Registerd), 10-2516412
  • METHOD AND APPARATUS FOR CONFIGURING CLUSTER FOR MACHINE LEARNING SERVICE(기계학습 서비스를 위한 클러스터 구성 방법 및 장치), Korea Patent(Applied), 10-2022-0033494
January 15, 2024, at 06:25 AM by 115.145.179.160 -
January 15, 2024, at 06:24 AM by 115.145.179.160 -
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2. Efficient Adaptive Batching of DNN Inference Services for Improved Latency, International Conference on Information Networking (ICOIN), Osama Khan, Junyeol Yu, Yeonjae Kim, and Euiseong Seo, 2024

to:

2. Efficient Adaptive Batching of DNN Inference Services for Improved Latency, International Conference on Information Networking (ICOIN), Osama Khan, Junyeol Yu, Yeonjae Kim, and Euiseong Seo, 2024

January 15, 2024, at 06:23 AM by 115.145.179.160 -
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2. FaaS 플랫폼에서 콜드 스타트 감소를 위한 강화학습 기반 적응적 컨테이너 스케줄링 대기 기법, 정보과학회논문지 시스템 및 이론, 강성호, 유준열, 서의성, (TBD) 2023

to:

2. FaaS 플랫폼에서 콜드 스타트 감소를 위한 강화학습 기반 적응적 컨테이너 스케줄링 대기 기법, 정보과학회논문지 시스템 및 이론, 강성호, 유준열, 서의성, 2024

January 15, 2024, at 06:23 AM by 115.145.179.160 -
January 15, 2024, at 06:23 AM by 115.145.179.160 -
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2. Efficient Adaptive Batching of DNN Inference Services for Improved Latency, International Conference on Information Networking (ICOIN), Osama Khan, Junyeol Yu, Yeonjae Kim, and Euiseong Seo, 2024

November 30, 2023, at 02:27 AM by 115.145.179.160 -
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Dept. of ECE, School of ICE, SungKyunKwan Univ.

to:

Dept. of ECE, School of ICE, Sunkyunkwan Univ.

Changed lines 15-20 from:

• Ph.D. in Dept. of Software, SungKyunKwan Univ. 2022~

• M.S. in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2022

•B.S. in Dept. of Computer Science and Engineering, College of Software, SungKyunKwan Univ. 2017

to:

• Ph.D. in Dept. of Software, Sunkyunkwan Univ. 2022~

• M.S. in Dept. of ECE, School of ICE, Sunkyunkwan Univ. 2022

• B.S. in Dept. of Computer Science and Engineering, College of Software, Sunkyunkwan Univ. 2017

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1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Junyeol Yu, Jongseok Kim, and Euiseong Seo, 2023

to:

1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Junyeol Yu, Jongseok Kim, and Euiseong Seo, 2023

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2. FaaS 플랫폼에서 콜드 스타트 감소를 위한 강화학습 기반 적응적 컨테이너 스케줄링 대기 기법, 정보과학회논문지 시스템 및 이론, 강성호, 유준열, 서의성, (TBD) 2023

July 20, 2023, at 01:38 AM by 115.145.179.160 -
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1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Jun Yeol Ryu, Jongseok Kim, and Euiseong Seo, 2023

to:

1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Junyeol Yu, Jongseok Kim, and Euiseong Seo, 2023

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1. 분산학습 클러스터의 동적 스케일링 중 발생하는 학습 중단 원인 분석과 이의 완화 기법, 정보과학회논문지 시스템 및 이론, 제50권, 제7호, 임영훈, 유준열, 서의성, 2023

to:

1. 분산학습 클러스터의 동적 스케일링 중 발생하는 학습 중단 원인 분석과 이의 완화 기법, 정보과학회논문지 시스템 및 이론, 제50권, 제7호, 임영훈, 유준열, 서의성, 2023

July 17, 2023, at 06:15 AM by 115.145.179.160 -
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•Ph.D in Dept. of Software, SungKyunKwan Univ. 2022~

•M.S in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2022

to:

• Ph.D. in Dept. of Software, SungKyunKwan Univ. 2022~ • M.S. in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2022

Changed lines 24-28 from:

1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Jun Yeol Ryu, Jongseok Kim, and Euiseong Seo, 2023

to:

1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Jun Yeol Ryu, Jongseok Kim, and Euiseong Seo, 2023

Domestic Journals

1. 분산학습 클러스터의 동적 스케일링 중 발생하는 학습 중단 원인 분석과 이의 완화 기법, 정보과학회논문지 시스템 및 이론, 제50권, 제7호, 임영훈, 유준열, 서의성, 2023

October 22, 2022, at 04:51 AM by 218.155.201.100 -
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Research Area

to:

Research Area

International Conferences and Workshops

1. Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving, The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA), Jun Yeol Ryu, Jongseok Kim, and Euiseong Seo, 2023

October 22, 2022, at 04:49 AM by 218.155.201.100 -
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            ryuwhale95 at gmail.com
June 23, 2022, at 08:19 AM by 115.145.179.160 -
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E-mail: junyeol.yu at skku.edu

           ryuwhale95 at gmail.com
to:

E-mail: junyeol.yu at skku.edu

            ryuwhale95 at gmail.com
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•Ph.D in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2022~

to:

•Ph.D in Dept. of Software, SungKyunKwan Univ. 2022~

May 06, 2022, at 04:46 AM by 115.145.179.160 -
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E-mail: ryuwhale95 at gmail.com

to:

E-mail: junyeol.yu at skku.edu

           ryuwhale95 at gmail.com
March 14, 2022, at 06:41 AM by 10.221.154.86 -
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Ph.D. Candidate

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Ph.D. Student

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•M.S in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2020

to:

•M.S in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2022

March 14, 2022, at 06:40 AM by 10.221.154.86 -
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M.S Student

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Ph.D. Candidate

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•M.S in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2020~

to:

•Ph.D in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2022~

•M.S in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2020

February 12, 2020, at 08:06 AM by 115.145.227.81 -
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February 12, 2020, at 08:05 AM by 115.145.227.81 -
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Junyeol Yu M.S Student Computer Systems Lab. Dept. of ECE, School of ICE, SungKyunKwan Univ. E-mail: ryuwhale95 at gmail.com Lab. :#85533, Corporate Collaboration Center Education •M.S in Dept. of ECE, School of ICE, SungKyunKwan Univ. 2020~ •B.S. in Dept. of Computer Science and Engineering, College of Software, SungKyunKwan Univ. 2017 Research Area