계산과학분야의 고성능컴퓨팅 교육 개선을 위한 탐색적 연구 = A Study on the Improvement of High Performance Computing Education in Computational Science

국문 초록 (Abstract)

계산과학분야에서 고성능컴퓨팅(HPC)을 활용하기 위해서는 프로그래밍, 알고리즘, 자료구조 등 컴퓨터과학의 지식들과 기술들을 배워야 한다. 본 논문에서는 계산과학분야의 IT교육현황 조사와 설문조사를 통해 고성능컴퓨팅 교육을 개선시키기 위한 정책 방향을 제안하는데 있다. 이를 위해 국내 대학의 물리학, 화학, 생명과학, 지구과학분야의 전공과목 중에서 IT관련 과목 현황과 사용자들의 국내 고성능컴퓨팅 교육에 대한 인식을 조사하였다. 그 결과 계산과학분야의 IT과목비율은 응용 전공과목에 비해 매우 낮았다. 대학의 교육 요구도는 높게 나왔지만, 대학의 교육 제공 수준은 제일 낮게 나왔다. 또한 대부분의 사용자들은 독학으로 필요한 지식과 기술들을 습득한 것으로 조사되었다. 즉 대학의 역할이 가장 시급하고 중요하며 전문기관과 온라인교육의 역할도 중요하다고 확인하였다.

다국어 초록 (Multilingual Abstract)

In order to utilize HPC in Computational science, It is necessary to learn the knowledge and skills of computer science such as programming, algorithms and data structure. In this paper, we investigate IT education status in Computational science and propose policy directions to improve the HPC education through user survey. To do this, we surveyed the current state of IT subjects among major subjects in physics, chemistry, life sciences, and earth science in domestic universities and surveyed the users' Recognition of HPC education. As a result, the ratio of IT subjects in Computational science was very lower than the ratio of major domain subjects. Despite the high educational needs of universities, the educational level of universities was the lowest. Most users have learned the necessary knowledge and skills through self-study. We recognized the role of the university is the most urgent and important, and the role of professional institutions and online education is also important.

참고문헌 (Reference)

1 김시정, "효과적인 코딩교육을 위한 학습 모델에 대한 연구" 한국융합학회 9 (9): 7-12, 2018

2 김경미, "융합인재 양성을 위한 컴퓨터 프로그래밍 교육의 필요성에 대한 사례연구" 한국디지털정책학회 12 (12): 339-348, 2014

3 엄미리, "역량 인식을 통한 대학생 학습지원 프로그램의교육요구도 탐색" 중소기업융합학회 8 (8): 175-181, 2018

4 오승국, "교육요구 우선순위 결정을 위하여 설문조사를 이용하는 기존 방법 보완 연구" 교육문제연구소 27 (27): 77-98, 2014

5 John Towns, "XSEDE: Accelerating Scientific Discovery" Institute of Electrical and Electronics Engineers (IEEE) 16 (16): 62-74, 2014

6 V. Gergel, "Unified Assessment of Skills in Parallel and Distributed Computing" 5-6, 2015

7 SIAM WORKING GROUP ON CSE UNDERGRAD EDUCATION, "Undergraduate Computational Science and Engineering Education" Society for Industrial & Applied Mathematics (SIAM) 53 (53): 561-574, 2011

8 Y. J. Kim, "Ultra high-performance computing to lead the fourth industrial revolution"

9 "Training Portal of Partnership for Advanced Computing in Europe(PRACE)"

10 S. J. Ezell, "The vital importance of high-performance computing to US competitiveness" 28 : 2016

11 Nia Alexandrov, "The Role of Computational Science and Emerging Technologies in the Natural Sciences Education at University Level" Elsevier BV 9 : 1789-1798, 2012

12 "Texas Advanced Computing Center, The University of Texas at Austin, (2011-2018), ACADEMIC COURSES"

13 "Supercomputing education center, online course"

14 "Supercomputing education center, About Supercomputing courses"

15 High-Performance Computing Center(HLRS)., "Solutions&Services/TRAINING"

16 D. E. Stevenson., "Science, computational science, and computer science: at a crossroads" ACM 7-14, 1993

17 PRACE, "PRACE Members"

18 C. Connor, "Next generation HPC workforce development: the computer system, cluster, and networking summer institute" IEEE Press 32-39, 2016

19 "National Assembly, National Ultra High Performance Computers Utilization and Promotion Law"

20 "Ministry of Education, Standard classification system of Higher Education in Korea"

21 EPCC, "Learning with EPCC"

22 Julia Mullen, "Learning by doing, High Performance Computing education in the MOOC era" Elsevier BV 105 : 105-115, 2017

23 U. Fabricius, "High performance computing education for students in computational engineering" 27-35, 2005

24 E. I. D. C. Joseph., "High Performance Computing in the EU: Progress on the Implementation of the European HPC Strategy Report" 2015

25 S. Lathrop, "HPC university: getting information about computational science professional and educational resources and opportunities for engagement" ACM 67-, 2013

26 "HPC University"

27 "HPC Students Undergraduate Programs"

28 S. Gallopoulos, "Future research directions in problem solving environments for computational science" 1992

29 T. Ungerer, "Eurolab-4-HPC Long-Term Vision on High-Performance Computing"

30 Osman Yasar, "Elements of Computational Science and Engineering Education" Society for Industrial & Applied Mathematics (SIAM) 45 (45): 787-805, 2003

31 "EUROLAB-4-HPC. D3. 2 Best Practices in HPC Training"

32 "EDISION, EDISION Portal"

33 NSF, "Course Catalog, XSEDE USER PORTAL"

34 John M. Shalf, "Computing beyond Moore's Law" Institute of Electrical and Electronics Engineers (IEEE) 48 (48): 14-23, 2015

35 L. A. Wilson, "Computational science education focused on future domain scientists" IEEE Press 19-24, 2016

36 Rubin H. Landau, "Computational Physics Education; why, what and how" Elsevier BV 177 (177): 191-194, 2007

37 Katharine J. Cahill, "Building a Community of Practice to Prepare the HPC Workforce" Elsevier BV 108 : 2131-2140, 2017

38 C. Tadonki., "Basic parallel and distributed computing curriculum, Second NSF" 2012

39 "BSC Education, Education"

40 O. Yasar, "A new perspective on computational science education" 2 (2): 74-79, 2000

41 Gary D. Borich, "A Needs Assessment Model for Conducting Follow-Up Studies" SAGE Publications 31 (31): 39-42, 2016