Browse > Article

기계학습을 통한 슈퍼컴퓨터의 자원 성능 분석과 최적화  

Yu, U-Cheol (로렌스 버클리 국립 연구소)
Publication Information
Communications of the Korean Institute of Information Scientists and Engineers / v.34, no.9, 2016 , pp. 52-57 More about this Journal
Keywords
Citations & Related Records
연도 인용수 순위
  • Reference
1 J. A. Hartigan, M. A. Wong: Algorithm AS 136: A K-Means Clustering Algorithm. Journal of the Royal Statistical Society. Series C(Applied Statistics) 28(1), 100-108 , 1979
2 I. Jolliffe: Principal Component Analysis. In: Wiley StatsRef: Statistics Reference Online. John Wiley & Sons, Ltd, 2014
3 B. Ludascher, I. Altintas, C. Berkley, D. Higgins, E. Jaeger, M. B. Jones, E. A. Lee, J. Tao, and Y. Zhao, "Scientific workflow management and the kepler system," Concurrency and Computation: Practice and Experience, vol. 18, no. 10, pp. 1039 - 1065, 2006.   DOI
4 S.S.Shende and A.D.Malony, "TheTAUparallelperformancesystem," International Journal of High Performance Computing Applications, vol. 20, no. 2, pp. 287-311, 2006.   DOI
5 W. Yoo, M. Koo, Y. Cao, A. Sim, P. Nugent, and K. Wu, PATHA: Performance Analysis Tool for HPC Applications. In IEEE 34th International Performance Computing and Communications Conference(IPCCC)(pp. 1-8), 2015.
6 W. Yoo, M. Koo, Y. Cao, A. Sim, P. Nugent, K. Wu, "Performance Analysis Tool for HPC and Big Data Applications on Scientific Clusters", book chapter in "Conquering Big Data with High Performance Computing", Springer International Switzerland, doi: 10.1007/978-3-319-33742-5, 2016.   DOI
7 M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker, and I. Stoica, "Spark: Cluster Computing with Working Sets," in Proceedings of the 2Nd USENIX Conference on Hot Topics in Cloud Computing, ser. HotCloud' 10. USENIX, 2010.
8 N. M. Law, S. R. Kulkarni, R. G. Dekany, E. 0. Ofek, R. M. Quimby, P. E. Nugent, J. Surace, C. C. Grillmair, J. S. Bloom, M. M. Kasliwal, L. Bildsten, T. Brown, S. B. Cenko, D. Ciardi, E. Croner, S. G. Djorgovski, J. v. Eyken, A. V. Filippenko, D. B. Fox, A. Gal-Yam, D. Hale, N. Hamam, G. Helou, J. Henning, D. A. Howell, J. Jacobsen, R. Laber, S. Mattingly, D. McKenna, A. Pickles, D. Poznanski, G. Rahmer, A. Rau, W. Rosing, M. Shara, R. Smith, D. Starr, M. Sullivan, V. Velur, R. Walters, and J. Zolkower, "The palomar transient factory: System overview, performance, and first results," Publications of the Astronomical Society of the Pacific, vol. 121, no. 886, pp. pp. 1395 - 1408, 2009.   DOI
9 J. H. Friedman, "Greedy function approximation: a gradient boosting machine," Annals of statistics, pp. 1189 - 1232, 2001.
10 V. Svetnik, A. Liaw, C. Tong, J. C. Culberson, R. P. Sheridan, and B. P. Feuston, ''Random forest: a classification and regression tool for compound classification and qsar modeling," Journal of chemical information and computer sciences, vol. 43, no. 6, pp. 1947 - 1958, 2003.   DOI