Locality approximation using time

Conference Record of the Annual ACM Symposium on Principles of Programming Languages

Volumn , Issue , 2007, Pages 55-61

  Shen, Xipeng ^a   Shaw, Jonathan ^b   Meeker, Brian ^c   Ding, Chen ^c  

^a The College of William and Mary

^b Shaw Technologies

^c University of Rochester

Author keywords

Performance prediction; Program locality; Reference affinity; Reuse distance; Time distance; Trace generator

Indexed keywords

APPROXIMATION THEORY; CHARACTERIZATION; ERROR ANALYSIS; OPTIMIZATION; PROGRAM DEBUGGING; STATISTICAL METHODS;

PERFORMANCE PREDICTION; PROGRAM LOCALITY; REFERENCE AFFINITY; REUSE DISTANCE; TIME DISTANCE; TRACE GENERATORS;

COMPUTER PROGRAMMING LANGUAGES;

EID: 34548285855     PISSN: 07308566     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1190216.1190227     Document Type: Conference Paper

References (26)

1. G. Almasi, C. Cascaval, and D. Padua. Calculating stack distances efficiently. In Proceedings of the first ACM SIGPLAN Workshop on Memory System Performance, Berlin, Germany, June 2002.
2. M. Arnold and B. G. Ryder. A framework for reducing the cost of instrumented code. In Proceedings of ACM SIGPLAN Conference on Programming Language Design and Implementation, Snowbird, Utah, June 2001.
3. B. T. Bennett and V. J. Kruskal. LRU stack processing. IBM Journal of Research and Development, pages 353-357, 1975.
4. K. Beyls and E. D'Hollander. Reuse distance as a metric for cache behavior. In Proceedings of the IASTED Conference on Parallel, and Distributed Computing and Systems, August 2001.
5. K. Beyls and E. D'Hollander. Generating cache hints for improved program efficiency. Journal of Systems Architecture, 51(4):223-250, 2005.
6. K. Beyls and E. D'Hollander. Discovery of locality-improving refactoring by reuse path analysis. In Proceedings of HPCC. Springer: Lecture Notes in Computer Science Vol. 4208, pages 220-229, 2006.
7. C. Cascaval, E. Duesterwald, P. F. Sweeney, and R. W. Wisniewski. Multiple page size modeling and optimization. In Proceedings of International Conference on Parallel Architectures and Compilation Techniques, St. Louis, MO, 2005.
8. D. Chandra, F. Guo, S. Kim, and Y. Solihin. Predicting inter-thread cache contention on a chip multi-processor architecture. In Proceedings of the International Symposium on High Performance Computer Architecture (HPCA), 2005.
9. X M. Chilimbi and M. Hirzel. Dynamic hot data stream prefetching for general-purpose programs. In Proceedings of ACM. SIGPLAN Conference on Programming Language Design and Implementation, Berlin, Germany, June 2002.
10. C. Ding and M. Orlovich. The potential of computation regrouping for improving locality. In Proceedings of SC.2004 High Performance Computing, Networking, and Storage Conference, Pittsburgh, PA, November 2004.
11. C. Ding and Y. Zhong. Predicting whole-program locality with reuse distance analysis. In Proceedings of ACM SlGPLAN Conference on Programming Language Design and Implementation, San Diego, CA, June 2003.
12. C. Fang, S. Carr, S. Onder, and Z. Wang. Instruction based memory distance analysis and its application to optimization. In Proceedings of International Conference on Parallel Architectures and Compilation Techniques, St. Louis, MO, 2005.
13. S. A. Huang and J. P. Shen. The intrinsic bandwidth requirements of ordinary programs. In Proceedings of the 7th International Conferences on Architectural. Support for Programming Languages and Operating Systems, Cambridge, MA, October 1996.
14. Y. H. Kim, M. D. Hill, and D. A. Wood. Implementing stack simulation for highly-associative memories. In Proc. ACM SIGMETRICS Conference on Measurement and Modeling of Computer Systems, pages 212-213, May 1991.
15. Z. Li, J. Gu, and G. Lee. An evaluation of the potential benefits of register allocation for array references. In Workshop on Interaction between Compilers and Computer Architectures in conjunction with the HPCA-2, San Jose, California, February 1996.
16. C-K. Luk et al. Pin: Building customized program, analysis tools with dynamic instrumentation. In Proceedings of ACM SIGPLAN Conference on Programming Language Design and Implementation, Chicago, Illinois, June 2005.
17. G. Marin and J. Mellor-Crammey. Cross architecture performance predictions for scientific applications using parameterized models. In Proceedings of Joint International Conference on Measurement and Modeling of Computer Systems, New York City, NY, June 2004.
18. R. L. Mattson, J. Gecsei, D. Slutz, and I. L. Traiger. Evaluation techniques for storage hierarchies. IBM System Journal, 9(2):78-117, 1970.
19. F. Olken. Efficient methods for calculating the success function of fixed space replacement policies. Technical Report LBL-12370, Lawrence Berkeley Laboratory, 1981.
20. X. Shen, J. Shaw, and B. Meeker. Accurate approximation of locality from time distance histograms. Technical Report TR902, Computer Science Department, University of Rochester, 2006.
21. X. Shen, J. Shaw, B. Meeker, and C. Ding. Locality approximation using time. Technical Report TR90.1, Computer Science Department, University of Rochester, 2006.
22. X. Shen, Y. Zhong, and C. Ding. Locality phase prediction. In Proceedings of the Eleventh International Conference on Architect ural Support for Programming Languages and Operating Systems (ASPLOS XI), Boston, MA, 2004.
23. A. J. Smith. On the effectiveness of set associative page mapping and its applications in main memory management. In Proceedings of the 2nd International Conference, on Software Engineering, 1976.
24. R. A. Sugumar and S. G. Abraham. Multi-configuration simulation algorithms for the evaluation of computer architecture designs. Technical report, University of Michigan, 1993.
25. Y. Zhong, S. G. Dropsho, X. Shen, A. Studer, and C. Ding. Miss rate prediction across program inputs and cache configurations. ZFFF Transactions on Computers, to appear.
26. Y. Zhong, M. Orlovich, X. Shen, and C. Ding. Array regrouping and structure splitting using whole-program reference affinity. In Proceedings of ACM SIGPLAN Conference on Programming Language Design and Implementation, June 2004.