Performance modeling and prediction for scientific Java applications

ISPASS 2006: IEEE International Symposium on Performance Analysis of Systems and Software, 2006

Volumn 2006, Issue , 2006, Pages 199-210

  Zhang, Rui ^a   Budimlić, Zoran ^a   Kennedy, Ken ^a  

^a Rice University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HARDWARE PLATFORM; LOAD BALANCING; MEMORY HIERARCHY; VIRTUAL MACHINES;

COMPUTER SOFTWARE; DISTRIBUTED COMPUTER SYSTEMS; INTERNET; MATHEMATICAL MODELS; NATURAL SCIENCES COMPUTING; PROGRAM COMPILERS;

JAVA PROGRAMMING LANGUAGE;

EID: 33750836667     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Globus, http://www.globus.org/.
2. G. Ammons, T. Ball, M. Hill, B. Falsafi, S. Huss-Lederman, J. Larus, A. Lebeck, M. Litzkow, S. Mukherjee, S. Reinhardt, M. Talluri, and D. Wood. Wisconsin architectural research tool set. http://www.cs.wisc.edu/~larus/warts. html.
3. Z. Budimlié. Owlpack. http://www.cs.rice.edu/~zoran/OwlPack/.
4. Z. Budimlié and K. Kennedy. JaMake: A Java compiler environment. In Proceedings of the Third International Conference on Large-Scale Scientific Computations, Sozopol, Bulgaria, June 2001.
5. T. H. Cormen, C. E. Leiserson, and R. L. Rivest. Introduction to Algorithms. Number 0-262-03141-8. The MIT Press, 1990.
6. L. Eeckhout, A. Georges, and K. D. Bosschere. How Java programs interact with virtual machines at the microarchitectural level. In OOPSLA '03: Proceedings of the 18th annual ACM SIGPLAN conference on Object-oriented programing, systems, languages, and applications, pages 169-186, New York, NY, USA, 2003. ACM Press.
7. I. T. Foster. The anatomy of the Grid: Enabling scalable virtual organizations. In Euro-Par '01: Proceedings of the 7th International Euro-Par Conference Manchester on Parallel Processing, pages 1-4, London, UK, 2001. Springer-Verlag.
8. H. Gautama and A. J. C. van Gemund. Static performance prediction of data-dependent programs. In WOSP '00: Proceedings of the 2nd international workshop on Software and performance, pages 216-226, New York, NY, USA, 2000. ACM Press.
9. A. Hoisie, O. Lubeck, H. Wasserman, F. Petrini, and H. Alme. A general predictive performance model for wavefront algorithms on clusters of SMPs. In ICPP '00: Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing, page 219, Washington, DC, USA, 2000. IEEE Computer Society.
10. C.-H. A. Hsieh, M. T. Conte, T. L. Johnson, J. C. Gyllenhaal, and W.-M. W. Hwu. A study of the cache and branch performance issues with running Java on current hardware platforms. In COMPCON '97: Proceedings of the 42nd IEEE International Computer Conference, page 211, Washington, DC, USA, 1997. IEEE Computer Society.
11. M. A. Iverson, F. Ozgüner, and L. Potter. Statistical prediction of task execution times through analytic benchmarking for scheduling in a heterogeneous environment. IEEE Trans. Comput., 48(12):1374-1379, 1999.
12. A. Mandal, K. Kennedy, C. Koelbel, G. Marin, J. Mellor-Crummey, B. Liu, and L. Johnsson. Scheduling strategies for mapping application workflows onto the Grid. In IEEE International Symposium on High Performance Distributed Computing, 2005.
13. G. Marin and J. Mellor-Crummey. Cross-architecture performance predictions for scientific applications using parameterized models. In SIGMETRICS 2004/PERFORMANCE 2004: Proceedings of the joint international conference on Measurement and modeling of computer systems, pages 2-13, New York, NY, USA, 2004. ACM Press.
14. V. S. Pai, P. Ranganathan, and S. V. Adve. RSIM reference manual, http://www-ece.rice.edu/~rsim.
15. A. S. Rajan. A study of cache performance in Java virtual machines, May 2002.
16. T. H. Romer, D. Lee, G. M. Voelker, A. Wolman, W A. Wong, J.-L. Baer, B. N. Bershad, and H. M. Levy. The structure and performance of interpreters. SIGPLAN Not., 31(9):150-159, 1996.
17. Y. Shuf, M. J. Serrano, M. Gupta, and J. P. Singh. Characterizing the memory behavior of Java workloads: a structured view and opportunities for optimizations. In SIGMETRICS '01: Proceedings of the 2001 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, pages 194-205, New York, NY, USA, 2001. ACM Press.
18. A. Snavely, L. Carrington, and N. Wolter. Modeling application performance by convolving machine signatures with application profiles, 2001.
19. D. Sundaram-Stukel and M. K. Vernon. Predictive analysis of a wavefront application using LogGP. In PPoPP '99: Proceedings of the seventh ACM SIGPLAN symposium on Principles and practice of parallel programming, pages 141-150, New York, NY, USA, 1999. ACM Press.
20. B. Venners. Inside the JAVA 2 Virtual Machine. Number 0-07-135093-4. McGraw-Hill, second edition edition, 1999.
21. K.-Y. Wang. Precise compile-time performance prediction for superscalar-based computers. In SIGPLAN Conference on Programming Language Design and Implementation, pages 73-84, 1994.